{"train_lr": 3.1218402426693636e-07, "train_loss": 0.04674698199975117, "Current MAE": 2.354550692381825, "RMSE": 8.53392447439449, "epoch": 0}
{"MAE": 17.31429090790759, "RMSE": 20.696309280496273}
"Epoch 0 Current Test MAE: 17.31429090790759, RMSE: 20.696309280496273, min_MAE: 17.31429090790759, RMSE: 20.696309280496273"
{"train_lr": 9.371840242669365e-07, "train_loss": 0.04246340386185294, "Current MAE": 2.1893260558526606, "RMSE": 7.309703201429946, "epoch": 1}
{"MAE": 15.466589370843892, "RMSE": 19.525534940546386}
"Epoch 1 Current Test MAE: 15.466589370843892, RMSE: 19.525534940546386, min_MAE: 15.466589370843892, RMSE: 19.525534940546386"
{"train_lr": 1.5621840242669364e-06, "train_loss": 0.03860816724138867, "Current MAE": 2.1209162913631983, "RMSE": 7.012951687693445, "epoch": 2}
{"MAE": 11.877181512338144, "RMSE": 15.432050829229826}
"Epoch 2 Current Test MAE: 11.877181512338144, RMSE: 15.432050829229826, min_MAE: 11.877181512338144, RMSE: 15.432050829229826"
{"train_lr": 2.187184024266938e-06, "train_loss": 0.03576065821401752, "Current MAE": 2.1792707915735194, "RMSE": 7.271672084642411, "epoch": 3}
{"MAE": 31.754337460516844, "RMSE": 33.24497038542296}
"Epoch 3 Current Test MAE: 31.754337460516844, RMSE: 33.24497038542296, min_MAE: 11.877181512338144, RMSE: 15.432050829229826"
{"train_lr": 2.812184024266938e-06, "train_loss": 0.033607091411903, "Current MAE": 2.253053304519885, "RMSE": 7.619745434691752, "epoch": 4}
{"MAE": 29.181415473713596, "RMSE": 30.79133466218667}
"Epoch 4 Current Test MAE: 29.181415473713596, RMSE: 30.79133466218667, min_MAE: 11.877181512338144, RMSE: 15.432050829229826"
{"train_lr": 3.4371840242669326e-06, "train_loss": 0.03176214811895928, "Current MAE": 2.2729691755181016, "RMSE": 7.6930594384665945, "epoch": 5}
{"MAE": 57.2986017031867, "RMSE": 58.929329408108686}
"Epoch 5 Current Test MAE: 57.2986017031867, RMSE: 58.929329408108686, min_MAE: 11.877181512338144, RMSE: 15.432050829229826"
{"train_lr": 4.062184024266932e-06, "train_loss": 0.030185522939124652, "Current MAE": 2.3866691724354867, "RMSE": 8.174385841084193, "epoch": 6}
{"MAE": 11.957733522053637, "RMSE": 13.98437170930437}
"Epoch 6 Current Test MAE: 11.957733522053637, RMSE: 13.98437170930437, min_MAE: 11.877181512338144, RMSE: 15.432050829229826"
{"train_lr": 4.6871840242669325e-06, "train_loss": 0.028745414875636085, "Current MAE": 2.4237716750018636, "RMSE": 8.387761752741584, "epoch": 7}
{"MAE": 10.064512759771741, "RMSE": 12.625911119622378}
"Epoch 7 Current Test MAE: 10.064512759771741, RMSE: 12.625911119622378, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 5.312184024266935e-06, "train_loss": 0.02746040219604909, "Current MAE": 2.5293976327647334, "RMSE": 8.777967436549156, "epoch": 8}
{"MAE": 40.34479575063668, "RMSE": 41.310116062551224}
"Epoch 8 Current Test MAE: 40.34479575063668, RMSE: 41.310116062551224, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 5.937184024266936e-06, "train_loss": 0.026280387226563735, "Current MAE": 2.6217585622480835, "RMSE": 9.11672922406339, "epoch": 9}
{"MAE": 63.0995915897012, "RMSE": 63.88826432462379}
"Epoch 9 Current Test MAE: 63.0995915897012, RMSE: 63.88826432462379, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.24999476316435e-06, "train_loss": 0.025159285451813822, "Current MAE": 2.561262720877529, "RMSE": 8.960558350070142, "epoch": 10}
{"MAE": 26.612829856623232, "RMSE": 28.379364511868154}
"Epoch 10 Current Test MAE: 26.612829856623232, RMSE: 28.379364511868154, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.249963310411145e-06, "train_loss": 0.023968869984089664, "Current MAE": 2.6063982632813487, "RMSE": 8.965270213268786, "epoch": 11}
{"MAE": 16.02719089616098, "RMSE": 19.477203439136645}
"Epoch 11 Current Test MAE: 16.02719089616098, RMSE: 19.477203439136645, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.249900389312093e-06, "train_loss": 0.022940188375112382, "Current MAE": 2.5380211069321126, "RMSE": 8.86212097134998, "epoch": 12}
{"MAE": 12.612129238436165, "RMSE": 14.701460931424132}
"Epoch 12 Current Test MAE: 12.612129238436165, RMSE: 14.701460931424132, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.249806000500813e-06, "train_loss": 0.022021230419436648, "Current MAE": 2.726527897725814, "RMSE": 9.639390028067547, "epoch": 13}
{"MAE": 52.09446429582982, "RMSE": 53.393612741430815}
"Epoch 13 Current Test MAE: 52.09446429582982, RMSE: 53.393612741430815, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.249680144927802e-06, "train_loss": 0.021108265894609225, "Current MAE": 2.6913051026655763, "RMSE": 9.437927158646085, "epoch": 14}
{"MAE": 19.896775497070845, "RMSE": 22.996350678889637}
"Epoch 14 Current Test MAE: 19.896775497070845, RMSE: 22.996350678889637, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.2495228238604274e-06, "train_loss": 0.02031094510827677, "Current MAE": 2.7074262775232145, "RMSE": 9.426129510206376, "epoch": 15}
{"MAE": 24.909196309274577, "RMSE": 28.36919962340834}
"Epoch 15 Current Test MAE: 24.909196309274577, RMSE: 28.36919962340834, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.2493340388828765e-06, "train_loss": 0.019525291524352874, "Current MAE": 2.6341538491938548, "RMSE": 9.272737251035677, "epoch": 16}
{"MAE": 72.9060037650314, "RMSE": 74.36326147187856}
"Epoch 16 Current Test MAE: 72.9060037650314, RMSE: 74.36326147187856, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.249113791896275e-06, "train_loss": 0.01872137270272682, "Current MAE": 2.653287256933199, "RMSE": 9.236707455917829, "epoch": 17}
{"MAE": 25.65798309841447, "RMSE": 29.350638785631826}
"Epoch 17 Current Test MAE: 25.65798309841447, RMSE: 29.350638785631826, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.248862085118461e-06, "train_loss": 0.01810539401577987, "Current MAE": 2.820446288260218, "RMSE": 9.925304197051899, "epoch": 18}
{"MAE": 46.62034542108673, "RMSE": 49.78114224571278}
"Epoch 18 Current Test MAE: 46.62034542108673, RMSE: 49.78114224571278, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.248578921084118e-06, "train_loss": 0.017421133597772212, "Current MAE": 2.747241293154544, "RMSE": 9.507808135363485, "epoch": 19}
{"MAE": 12.95145110003569, "RMSE": 16.226443308504848}
"Epoch 19 Current Test MAE: 12.95145110003569, RMSE: 16.226443308504848, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.248264302644729e-06, "train_loss": 0.017110105713168337, "Current MAE": 2.8363009029500286, "RMSE": 9.872666267105837, "epoch": 20}
{"MAE": 33.79519494582365, "RMSE": 38.010932538968554}
"Epoch 20 Current Test MAE: 33.79519494582365, RMSE: 38.010932538968554, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.247918232968505e-06, "train_loss": 0.01663486335588538, "Current MAE": 2.7089356992194094, "RMSE": 9.460449074999469, "epoch": 21}
{"MAE": 13.620914000051993, "RMSE": 17.96942248503636}
"Epoch 21 Current Test MAE: 13.620914000051993, RMSE: 17.96942248503636, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.247540715540317e-06, "train_loss": 0.016539208749186764, "Current MAE": 2.6878275099851727, "RMSE": 9.449400498263861, "epoch": 22}
{"MAE": 12.379925174131373, "RMSE": 15.878997965572065}
"Epoch 22 Current Test MAE: 12.379925174131373, RMSE: 15.878997965572065, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.247131754161803e-06, "train_loss": 0.015875440757604893, "Current MAE": 2.782679597335831, "RMSE": 9.721312482843459, "epoch": 23}
{"MAE": 18.558338339811836, "RMSE": 21.218571920564553}
"Epoch 23 Current Test MAE: 18.558338339811836, RMSE: 21.218571920564553, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.246691352951186e-06, "train_loss": 0.015217037967531457, "Current MAE": 2.7937015730160675, "RMSE": 9.807100818804978, "epoch": 24}
{"MAE": 46.79703427815489, "RMSE": 48.26898072981827}
"Epoch 24 Current Test MAE: 46.79703427815489, RMSE: 48.26898072981827, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.2462195163433e-06, "train_loss": 0.014931309211121532, "Current MAE": 2.573675381281499, "RMSE": 8.945141167354247, "epoch": 25}
{"MAE": 32.079073541304645, "RMSE": 36.65867831970408}
"Epoch 25 Current Test MAE: 32.079073541304645, RMSE: 36.65867831970408, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.245716249089542e-06, "train_loss": 0.014982468498488407, "Current MAE": 2.8025283890619077, "RMSE": 9.740834962695663, "epoch": 26}
{"MAE": 36.39678819610662, "RMSE": 39.45090976378509}
"Epoch 26 Current Test MAE: 36.39678819610662, RMSE: 39.45090976378509, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.245181556257794e-06, "train_loss": 0.01450925281966299, "Current MAE": 2.617099866105283, "RMSE": 9.209505994393522, "epoch": 27}
{"MAE": 19.791115841834372, "RMSE": 22.247288464440505}
"Epoch 27 Current Test MAE: 19.791115841834372, RMSE: 22.247288464440505, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.244615443232422e-06, "train_loss": 0.013969567957493365, "Current MAE": 2.8170795512994933, "RMSE": 10.008046444553587, "epoch": 28}
{"MAE": 66.95401598529358, "RMSE": 70.24013652812404}
"Epoch 28 Current Test MAE: 66.95401598529358, RMSE: 70.24013652812404, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.244017915714173e-06, "train_loss": 0.013667383799056312, "Current MAE": 2.715796398320984, "RMSE": 9.414021120150156, "epoch": 29}
{"MAE": 16.882856148780043, "RMSE": 19.68124283627508}
"Epoch 29 Current Test MAE: 16.882856148780043, RMSE: 19.68124283627508, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.243388979720134e-06, "train_loss": 0.013249700845674027, "Current MAE": 2.7660321368486502, "RMSE": 9.684054451422154, "epoch": 30}
{"MAE": 11.625630239515782, "RMSE": 15.279175061523619}
"Epoch 30 Current Test MAE: 11.625630239515782, RMSE: 15.279175061523619, min_MAE: 10.064512759771741, RMSE: 12.625911119622378"
{"train_lr": 6.242728641583697e-06, "train_loss": 0.013282464536545371, "Current MAE": 2.667435761770898, "RMSE": 9.330725954843626, "epoch": 31}
{"MAE": 8.783510448106753, "RMSE": 11.65236828778643}
"Epoch 31 Current Test MAE: 8.783510448106753, RMSE: 11.65236828778643, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.242036907954441e-06, "train_loss": 0.012577355932538501, "Current MAE": 2.630563857461372, "RMSE": 9.256035402837215, "epoch": 32}
{"MAE": 16.263693794965224, "RMSE": 18.391960242906773}
"Epoch 32 Current Test MAE: 16.263693794965224, RMSE: 18.391960242906773, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.2413137857981365e-06, "train_loss": 0.012131369632223377, "Current MAE": 2.738813957623211, "RMSE": 9.677961147883002, "epoch": 33}
{"MAE": 35.47164229149392, "RMSE": 39.481146375478325}
"Epoch 33 Current Test MAE: 35.47164229149392, RMSE: 39.481146375478325, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.240559282396601e-06, "train_loss": 0.012120543946149497, "Current MAE": 2.79960294440012, "RMSE": 9.81059335690527, "epoch": 34}
{"MAE": 13.670010350628356, "RMSE": 16.18565393328829}
"Epoch 34 Current Test MAE: 13.670010350628356, RMSE: 16.18565393328829, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.239773405347684e-06, "train_loss": 0.01194047560224157, "Current MAE": 2.6848884636519292, "RMSE": 9.39648014957212, "epoch": 35}
{"MAE": 12.276727561272827, "RMSE": 15.610362833265398}
"Epoch 35 Current Test MAE: 12.276727561272827, RMSE: 15.610362833265398, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.238956162565153e-06, "train_loss": 0.011677978614945985, "Current MAE": 2.753983685654504, "RMSE": 9.622355159501506, "epoch": 36}
{"MAE": 48.30350837975026, "RMSE": 51.60454569961886}
"Epoch 36 Current Test MAE: 48.30350837975026, RMSE: 51.60454569961886, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.238107562278638e-06, "train_loss": 0.011651477931845176, "Current MAE": 2.6631237759026045, "RMSE": 9.28803432334686, "epoch": 37}
{"MAE": 35.45288109779358, "RMSE": 37.83983137973053}
"Epoch 37 Current Test MAE: 35.45288109779358, RMSE: 37.83983137973053, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.237227613033541e-06, "train_loss": 0.01110384648682736, "Current MAE": 2.6653657918993696, "RMSE": 9.368081217493234, "epoch": 38}
{"MAE": 16.054521498986578, "RMSE": 18.654251463862987}
"Epoch 38 Current Test MAE: 16.054521498986578, RMSE: 18.654251463862987, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.2363163236909256e-06, "train_loss": 0.011090248973834864, "Current MAE": 2.507359696591708, "RMSE": 8.70769487670842, "epoch": 39}
{"MAE": 25.321163016466794, "RMSE": 27.78059582763756}
"Epoch 39 Current Test MAE: 25.321163016466794, RMSE: 27.78059582763756, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.235373703427465e-06, "train_loss": 0.010708254557649094, "Current MAE": 2.632238764131274, "RMSE": 9.176503414377025, "epoch": 40}
{"MAE": 80.01232547463934, "RMSE": 81.66394881054276}
"Epoch 40 Current Test MAE: 80.01232547463934, RMSE: 81.66394881054276, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.23439976173534e-06, "train_loss": 0.011468347873919172, "Current MAE": 2.617035628570464, "RMSE": 9.209694996251514, "epoch": 41}
{"MAE": 31.244008702130618, "RMSE": 32.9953974212605}
"Epoch 41 Current Test MAE: 31.244008702130618, RMSE: 32.9953974212605, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.233394508422168e-06, "train_loss": 0.011390216610911401, "Current MAE": 2.6440659379332323, "RMSE": 9.25192227111088, "epoch": 42}
{"MAE": 60.02058375699848, "RMSE": 63.30634082588188}
"Epoch 42 Current Test MAE: 60.02058375699848, RMSE: 63.30634082588188, min_MAE: 8.783510448106753, RMSE: 11.65236828778643"
{"train_lr": 6.232357953610779e-06, "train_loss": 0.011050192121307095, "Current MAE": 2.605703101240106, "RMSE": 8.97370295671031, "epoch": 43}
{"MAE": 8.55185626950399, "RMSE": 10.86585173637433}
"Epoch 43 Current Test MAE: 8.55185626950399, RMSE: 10.86585173637433, min_MAE: 8.55185626950399, RMSE: 10.86585173637433"
{"train_lr": 6.2312901077392935e-06, "train_loss": 0.011550558710242909, "Current MAE": 2.567715181017067, "RMSE": 8.953252352251244, "epoch": 44}
{"MAE": 27.978288068750587, "RMSE": 30.020587441994728}
"Epoch 44 Current Test MAE: 27.978288068750587, RMSE: 30.020587441994728, min_MAE: 8.55185626950399, RMSE: 10.86585173637433"
{"train_lr": 6.230190981560909e-06, "train_loss": 0.010665862999020259, "Current MAE": 2.7353771236716677, "RMSE": 9.620741499719301, "epoch": 45}
{"MAE": 8.084160852016707, "RMSE": 10.25319230033265}
"Epoch 45 Current Test MAE: 8.084160852016707, RMSE: 10.25319230033265, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.229060586143823e-06, "train_loss": 0.01029408062432485, "Current MAE": 2.5314534884492357, "RMSE": 8.914341297502347, "epoch": 46}
{"MAE": 10.972078140524738, "RMSE": 13.92220109506764}
"Epoch 46 Current Test MAE: 10.972078140524738, RMSE: 13.92220109506764, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.227898932871099e-06, "train_loss": 0.010047975938891496, "Current MAE": 2.5233307906903923, "RMSE": 8.742807921685955, "epoch": 47}
{"MAE": 8.761239570210442, "RMSE": 11.321732792662548}
"Epoch 47 Current Test MAE: 8.761239570210442, RMSE: 11.321732792662548, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.22670603344056e-06, "train_loss": 0.009946232738822728, "Current MAE": 2.645243830820668, "RMSE": 9.152741679814222, "epoch": 48}
{"MAE": 13.21320300632053, "RMSE": 16.582075683365787}
"Epoch 48 Current Test MAE: 13.21320300632053, RMSE: 16.582075683365787, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.225481899864697e-06, "train_loss": 0.010299204393874767, "Current MAE": 2.5582675220269646, "RMSE": 8.886962448099505, "epoch": 49}
{"MAE": 8.712257769632444, "RMSE": 10.983169802469371}
"Epoch 49 Current Test MAE: 8.712257769632444, RMSE: 10.983169802469371, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.224226544470552e-06, "train_loss": 0.009971997434135876, "Current MAE": 2.54762263124464, "RMSE": 8.904103522091251, "epoch": 50}
{"MAE": 18.297651754095664, "RMSE": 20.836657058122157}
"Epoch 50 Current Test MAE: 18.297651754095664, RMSE: 20.836657058122157, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.222939979899478e-06, "train_loss": 0.0097119385118552, "Current MAE": 2.5951588305713433, "RMSE": 8.934556192889367, "epoch": 51}
{"MAE": 58.81598888087636, "RMSE": 60.148734784920684}
"Epoch 51 Current Test MAE: 58.81598888087636, RMSE: 60.148734784920684, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.221622219107212e-06, "train_loss": 0.009971630525058634, "Current MAE": 2.5675843082616976, "RMSE": 8.896266258115338, "epoch": 52}
{"MAE": 61.558771258865306, "RMSE": 63.10181172626892}
"Epoch 52 Current Test MAE: 61.558771258865306, RMSE: 63.10181172626892, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.220273275363568e-06, "train_loss": 0.010061470514843268, "Current MAE": 2.50358757235042, "RMSE": 8.71638345469184, "epoch": 53}
{"MAE": 74.36395739184485, "RMSE": 77.16915416697779}
"Epoch 53 Current Test MAE: 74.36395739184485, RMSE: 77.16915416697779, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.218893162252432e-06, "train_loss": 0.009676032770270645, "Current MAE": 2.554921149243238, "RMSE": 8.865323803433856, "epoch": 54}
{"MAE": 45.927315193323786, "RMSE": 47.80746380112772}
"Epoch 54 Current Test MAE: 45.927315193323786, RMSE: 47.80746380112772, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.2174818936714875e-06, "train_loss": 0.009611334670542225, "Current MAE": 2.4894762800966888, "RMSE": 8.540015979769636, "epoch": 55}
{"MAE": 19.409506475743644, "RMSE": 22.51545953359346}
"Epoch 55 Current Test MAE: 19.409506475743644, RMSE: 22.51545953359346, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.216039483832204e-06, "train_loss": 0.00941739845324093, "Current MAE": 2.4976508021957353, "RMSE": 8.758600495483511, "epoch": 56}
{"MAE": 41.615540518739905, "RMSE": 43.46096308234894}
"Epoch 56 Current Test MAE: 41.615540518739905, RMSE: 43.46096308234894, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.214565947259631e-06, "train_loss": 0.008977139562639597, "Current MAE": 2.524802984193314, "RMSE": 8.786573183898827, "epoch": 57}
{"MAE": 24.055764370754133, "RMSE": 26.360018765317704}
"Epoch 57 Current Test MAE: 24.055764370754133, RMSE: 26.360018765317704, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.213061298792267e-06, "train_loss": 0.009590154169061428, "Current MAE": 2.4912999691808912, "RMSE": 8.532668257728579, "epoch": 58}
{"MAE": 43.28361267799386, "RMSE": 45.71448012159774}
"Epoch 58 Current Test MAE: 43.28361267799386, RMSE: 45.71448012159774, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.211525553581919e-06, "train_loss": 0.009211213149966558, "Current MAE": 2.5358321418415066, "RMSE": 8.790153650005966, "epoch": 59}
{"MAE": 35.09225628422756, "RMSE": 36.673129576949655}
"Epoch 59 Current Test MAE: 35.09225628422756, RMSE: 36.673129576949655, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.209958727093514e-06, "train_loss": 0.008876746778420659, "Current MAE": 2.4403238479722256, "RMSE": 8.438070130458293, "epoch": 60}
{"MAE": 54.99981789365573, "RMSE": 57.81013852853548}
"Epoch 60 Current Test MAE: 54.99981789365573, RMSE: 57.81013852853548, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.208360835104963e-06, "train_loss": 0.008782920027405957, "Current MAE": 2.50659536857335, "RMSE": 8.606752020878519, "epoch": 61}
{"MAE": 16.253950646759897, "RMSE": 20.240679530807494}
"Epoch 61 Current Test MAE: 16.253950646759897, RMSE: 20.240679530807494, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.206731893707056e-06, "train_loss": 0.008920002513997355, "Current MAE": 2.587709849235141, "RMSE": 9.002811774459646, "epoch": 62}
{"MAE": 49.942271246110174, "RMSE": 53.847794890518195}
"Epoch 62 Current Test MAE: 49.942271246110174, RMSE: 53.847794890518195, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.205071919303174e-06, "train_loss": 0.008859592151834702, "Current MAE": 2.6185611458711846, "RMSE": 9.132185615337551, "epoch": 63}
{"MAE": 8.607719963672114, "RMSE": 11.119177346288131}
"Epoch 63 Current Test MAE: 8.607719963672114, RMSE: 11.119177346288131, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.203380928609257e-06, "train_loss": 0.008764564267786256, "Current MAE": 2.389733224835989, "RMSE": 8.167050081324271, "epoch": 64}
{"MAE": 29.588712154909935, "RMSE": 33.34711242504445}
"Epoch 64 Current Test MAE: 29.588712154909935, RMSE: 33.34711242504445, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.20165893865358e-06, "train_loss": 0.008382383022076922, "Current MAE": 2.4583220910977786, "RMSE": 8.522531034631427, "epoch": 65}
{"MAE": 35.578597533936595, "RMSE": 38.72091611851701}
"Epoch 65 Current Test MAE: 35.578597533936595, RMSE: 38.72091611851701, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.199905966776553e-06, "train_loss": 0.008322354214015455, "Current MAE": 2.494651541791864, "RMSE": 8.57806493997025, "epoch": 66}
{"MAE": 26.22321846074788, "RMSE": 29.62546693972905}
"Epoch 66 Current Test MAE: 26.22321846074788, RMSE: 29.62546693972905, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.198122030630569e-06, "train_loss": 0.00806103142014167, "Current MAE": 2.4674918113993924, "RMSE": 8.561820164409966, "epoch": 67}
{"MAE": 24.22059284471998, "RMSE": 27.565926729476743}
"Epoch 67 Current Test MAE: 24.22059284471998, RMSE: 27.565926729476743, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.19630714817985e-06, "train_loss": 0.008486250051955482, "Current MAE": 2.33592229587364, "RMSE": 8.02483564407209, "epoch": 68}
{"MAE": 26.786312777492217, "RMSE": 30.492118348057488}
"Epoch 68 Current Test MAE: 26.786312777492217, RMSE: 30.492118348057488, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.194461337700248e-06, "train_loss": 0.008247736370599668, "Current MAE": 2.4282780754313067, "RMSE": 8.384335919100598, "epoch": 69}
{"MAE": 19.121967180232335, "RMSE": 23.39343482810245}
"Epoch 69 Current Test MAE: 19.121967180232335, RMSE: 23.39343482810245, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.1925846177790495e-06, "train_loss": 0.008318581643794015, "Current MAE": 2.409798601881438, "RMSE": 8.276427840682445, "epoch": 70}
{"MAE": 37.9588004654529, "RMSE": 40.59337898961208}
"Epoch 70 Current Test MAE: 37.9588004654529, RMSE: 40.59337898961208, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.190677007314823e-06, "train_loss": 0.008739315041155377, "Current MAE": 2.360470909681793, "RMSE": 8.1329006161859, "epoch": 71}
{"MAE": 53.766496453929314, "RMSE": 55.606613455021744}
"Epoch 71 Current Test MAE: 53.766496453929314, RMSE: 55.606613455021744, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.188738525517141e-06, "train_loss": 0.00818842607272527, "Current MAE": 2.3647495034490724, "RMSE": 8.016565878737977, "epoch": 72}
{"MAE": 22.274357049813197, "RMSE": 25.38394721626623}
"Epoch 72 Current Test MAE: 22.274357049813197, RMSE: 25.38394721626623, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.186769191906558e-06, "train_loss": 0.008240789265434952, "Current MAE": 2.4096871888071028, "RMSE": 8.324639750692253, "epoch": 73}
{"MAE": 14.241294149220119, "RMSE": 18.049685404913088}
"Epoch 73 Current Test MAE: 14.241294149220119, RMSE: 18.049685404913088, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.184769026314171e-06, "train_loss": 0.008141978204069533, "Current MAE": 2.343818687693535, "RMSE": 8.054933119136543, "epoch": 74}
{"MAE": 34.77189193467949, "RMSE": 37.55433144123602}
"Epoch 74 Current Test MAE: 34.77189193467949, RMSE: 37.55433144123602, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.18273804888168e-06, "train_loss": 0.008129048455954803, "Current MAE": 2.444644074589466, "RMSE": 8.455163721048269, "epoch": 75}
{"MAE": 29.71637106824804, "RMSE": 32.68913927833459}
"Epoch 75 Current Test MAE: 29.71637106824804, RMSE: 32.68913927833459, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.180676280060974e-06, "train_loss": 0.00785102081250614, "Current MAE": 2.3558674128641375, "RMSE": 8.121499855822007, "epoch": 76}
{"MAE": 44.25118115940385, "RMSE": 46.67989550643672}
"Epoch 76 Current Test MAE: 44.25118115940385, RMSE: 46.67989550643672, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.178583740614064e-06, "train_loss": 0.007829389087592144, "Current MAE": 2.476935483085856, "RMSE": 8.512480372187765, "epoch": 77}
{"MAE": 25.95813305549372, "RMSE": 30.794206318995343}
"Epoch 77 Current Test MAE: 25.95813305549372, RMSE: 30.794206318995343, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.176460451612763e-06, "train_loss": 0.007857675197994745, "Current MAE": 2.400637937267099, "RMSE": 8.313512124247561, "epoch": 78}
{"MAE": 91.8074401752102, "RMSE": 94.21858883379477}
"Epoch 78 Current Test MAE: 91.8074401752102, RMSE: 94.21858883379477, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.174306434438617e-06, "train_loss": 0.007752249829086905, "Current MAE": 2.4512439955353615, "RMSE": 8.49461890556594, "epoch": 79}
{"MAE": 32.91133284828502, "RMSE": 37.77444815613857}
"Epoch 79 Current Test MAE: 32.91133284828502, RMSE: 37.77444815613857, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.172121710782508e-06, "train_loss": 0.007643906785696895, "Current MAE": 2.4196887310402215, "RMSE": 8.400340072677649, "epoch": 80}
{"MAE": 55.490985060049816, "RMSE": 58.092235939119476}
"Epoch 80 Current Test MAE: 55.490985060049816, RMSE: 58.092235939119476, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.169906302644625e-06, "train_loss": 0.0077606335327526435, "Current MAE": 2.455240818559822, "RMSE": 8.42879720687779, "epoch": 81}
{"MAE": 43.33973940732952, "RMSE": 45.36445933530358}
"Epoch 81 Current Test MAE: 43.33973940732952, RMSE: 45.36445933530358, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.16766023233405e-06, "train_loss": 0.007616907990979232, "Current MAE": 2.342649099197619, "RMSE": 8.016462577340425, "epoch": 82}
{"MAE": 38.13460138992027, "RMSE": 40.99946378548951}
"Epoch 82 Current Test MAE: 38.13460138992027, RMSE: 40.99946378548951, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.165383522468735e-06, "train_loss": 0.007499505403188893, "Current MAE": 2.324732750563819, "RMSE": 7.9247369297018, "epoch": 83}
{"MAE": 41.093009524355786, "RMSE": 43.87216115620377}
"Epoch 83 Current Test MAE: 41.093009524355786, RMSE: 43.87216115620377, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.163076195975101e-06, "train_loss": 0.007561236409012782, "Current MAE": 2.3943087555641354, "RMSE": 8.228135300059543, "epoch": 84}
{"MAE": 45.55757794063335, "RMSE": 47.681807046148585}
"Epoch 84 Current Test MAE: 45.55757794063335, RMSE: 47.681807046148585, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.160738276087891e-06, "train_loss": 0.007453457530516344, "Current MAE": 2.386533427648284, "RMSE": 8.122432469846396, "epoch": 85}
{"MAE": 15.318525347574603, "RMSE": 20.074412804368738}
"Epoch 85 Current Test MAE: 15.318525347574603, RMSE: 20.074412804368738, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.158369786349979e-06, "train_loss": 0.007448106732961503, "Current MAE": 2.364715298458828, "RMSE": 8.080429970712025, "epoch": 86}
{"MAE": 18.53789057762794, "RMSE": 21.605517804602886}
"Epoch 86 Current Test MAE: 18.53789057762794, RMSE: 21.605517804602886, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.15597075061196e-06, "train_loss": 0.007745098898938741, "Current MAE": 2.310661445131678, "RMSE": 7.827145796465169, "epoch": 87}
{"MAE": 11.00251697104481, "RMSE": 14.379563524809909}
"Epoch 87 Current Test MAE: 11.00251697104481, RMSE: 14.379563524809909, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.153541193032142e-06, "train_loss": 0.0077159324598746306, "Current MAE": 2.282677526059358, "RMSE": 7.857454253455718, "epoch": 88}
{"MAE": 30.50296164545878, "RMSE": 33.036960821767735}
"Epoch 88 Current Test MAE: 30.50296164545878, RMSE: 33.036960821767735, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.151081138076124e-06, "train_loss": 0.007433995197708855, "Current MAE": 2.354412834492443, "RMSE": 8.039270534545556, "epoch": 89}
{"MAE": 11.950514932603358, "RMSE": 14.985512408878698}
"Epoch 89 Current Test MAE: 11.950514932603358, RMSE: 14.985512408878698, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.148590610516665e-06, "train_loss": 0.007343037605767785, "Current MAE": 2.3684508706489154, "RMSE": 8.229918688804606, "epoch": 90}
{"MAE": 12.342903777145352, "RMSE": 15.938773105181243}
"Epoch 90 Current Test MAE: 12.342903777145352, RMSE: 15.938773105181243, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.146069635433303e-06, "train_loss": 0.007468919300816057, "Current MAE": 2.3033797492633816, "RMSE": 7.912437055165783, "epoch": 91}
{"MAE": 15.637055176795178, "RMSE": 19.070249338418954}
"Epoch 91 Current Test MAE: 15.637055176795178, RMSE: 19.070249338418954, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.143518238212256e-06, "train_loss": 0.00711263166279113, "Current MAE": 2.3239256356314533, "RMSE": 7.902283619403226, "epoch": 92}
{"MAE": 44.526370650023416, "RMSE": 46.29587696725463}
"Epoch 92 Current Test MAE: 44.526370650023416, RMSE: 46.29587696725463, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.1409364445460716e-06, "train_loss": 0.007146324499070464, "Current MAE": 2.357845155968584, "RMSE": 8.02524716714, "epoch": 93}
{"MAE": 54.46151174439324, "RMSE": 57.689888839745144}
"Epoch 93 Current Test MAE: 54.46151174439324, RMSE: 57.689888839745144, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.138324280433368e-06, "train_loss": 0.007151657638221949, "Current MAE": 2.3458308575729507, "RMSE": 8.060821394575456, "epoch": 94}
{"MAE": 73.1887114595354, "RMSE": 76.95269566759701}
"Epoch 94 Current Test MAE: 73.1887114595354, RMSE: 76.95269566759701, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.13568177217862e-06, "train_loss": 0.006979114606720372, "Current MAE": 2.3176691346510836, "RMSE": 7.8805189587618, "epoch": 95}
{"MAE": 11.501363164199464, "RMSE": 14.768024230296767}
"Epoch 95 Current Test MAE: 11.501363164199464, RMSE: 14.768024230296767, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.133008946391839e-06, "train_loss": 0.0071886201116988105, "Current MAE": 2.3738310464833936, "RMSE": 8.211572692941406, "epoch": 96}
{"MAE": 68.5615878777826, "RMSE": 71.88839981300376}
"Epoch 96 Current Test MAE: 68.5615878777826, RMSE: 71.88839981300376, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.1303058299883835e-06, "train_loss": 0.007386208966720936, "Current MAE": 2.3268519171087036, "RMSE": 7.952472818854249, "epoch": 97}
{"MAE": 55.23133659206964, "RMSE": 58.11202522141503}
"Epoch 97 Current Test MAE: 55.23133659206964, RMSE: 58.11202522141503, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.127572450188562e-06, "train_loss": 0.007379961688790934, "Current MAE": 2.4035473872725714, "RMSE": 8.28327539535448, "epoch": 98}
{"MAE": 53.56636116746204, "RMSE": 56.41599962488577}
"Epoch 98 Current Test MAE: 53.56636116746204, RMSE: 56.41599962488577, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.124808834517524e-06, "train_loss": 0.007237996985143309, "Current MAE": 2.3470786030058672, "RMSE": 8.013251717450483, "epoch": 99}
{"MAE": 35.00592338857048, "RMSE": 38.53964035026427}
"Epoch 99 Current Test MAE: 35.00592338857048, RMSE: 38.53964035026427, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.122015010804814e-06, "train_loss": 0.007329753966374875, "Current MAE": 2.3538710359856863, "RMSE": 8.061116841200835, "epoch": 100}
{"MAE": 64.18398074815475, "RMSE": 67.78753776343144}
"Epoch 100 Current Test MAE: 64.18398074815475, RMSE: 67.78753776343144, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.119191007184213e-06, "train_loss": 0.007152751555216204, "Current MAE": 2.294890647710756, "RMSE": 7.807618227092264, "epoch": 101}
{"MAE": 50.78344195834432, "RMSE": 55.38444274542657}
"Epoch 101 Current Test MAE: 50.78344195834432, RMSE: 55.38444274542657, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.116336852093415e-06, "train_loss": 0.007056815016739771, "Current MAE": 2.262069115865339, "RMSE": 7.636774312307034, "epoch": 102}
{"MAE": 69.62003409602804, "RMSE": 72.37476889511606}
"Epoch 102 Current Test MAE: 69.62003409602804, RMSE: 72.37476889511606, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.113452574273739e-06, "train_loss": 0.006947410781655924, "Current MAE": 2.281262219374052, "RMSE": 7.7293282062426085, "epoch": 103}
{"MAE": 57.95604886484691, "RMSE": 62.00355448852831}
"Epoch 103 Current Test MAE: 57.95604886484691, RMSE: 62.00355448852831, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.110538202769797e-06, "train_loss": 0.006916228934173275, "Current MAE": 2.3006077497383943, "RMSE": 7.879057036620544, "epoch": 104}
{"MAE": 40.81212962323025, "RMSE": 43.74825180128518}
"Epoch 104 Current Test MAE: 40.81212962323025, RMSE: 43.74825180128518, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.107593766929318e-06, "train_loss": 0.00673836282820745, "Current MAE": 2.2967556817466495, "RMSE": 7.874446591826681, "epoch": 105}
{"MAE": 30.083677117925845, "RMSE": 34.593869922517044}
"Epoch 105 Current Test MAE: 30.083677117925845, RMSE: 34.593869922517044, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.104619296402714e-06, "train_loss": 0.006717149239820706, "Current MAE": 2.2590113717938336, "RMSE": 7.690010841500613, "epoch": 106}
{"MAE": 39.95944152795152, "RMSE": 42.90717621057828}
"Epoch 106 Current Test MAE: 39.95944152795152, RMSE: 42.90717621057828, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.101614821142869e-06, "train_loss": 0.006664752056191254, "Current MAE": 2.326374188954476, "RMSE": 7.94032148538417, "epoch": 107}
{"MAE": 50.86292423713701, "RMSE": 53.538682086345545}
"Epoch 107 Current Test MAE: 50.86292423713701, RMSE: 53.538682086345545, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.0985803714048246e-06, "train_loss": 0.006592509659766187, "Current MAE": 2.292449972868207, "RMSE": 7.850959140507484, "epoch": 108}
{"MAE": 28.277482979308026, "RMSE": 30.83965149356703}
"Epoch 108 Current Test MAE: 28.277482979308026, RMSE: 30.83965149356703, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.0955159777454535e-06, "train_loss": 0.006593316944110743, "Current MAE": 2.2966104513231977, "RMSE": 7.725502689802757, "epoch": 109}
{"MAE": 10.39318659414653, "RMSE": 13.647236374065532}
"Epoch 109 Current Test MAE: 10.39318659414653, RMSE: 13.647236374065532, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.092421671023157e-06, "train_loss": 0.006655867649402368, "Current MAE": 2.3222834680632465, "RMSE": 7.980512923665186, "epoch": 110}
{"MAE": 24.810944275950813, "RMSE": 27.499712185314205}
"Epoch 110 Current Test MAE: 24.810944275950813, RMSE: 27.499712185314205, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.089297482397595e-06, "train_loss": 0.006637909716132678, "Current MAE": 2.288909958394883, "RMSE": 7.817988367658767, "epoch": 111}
{"MAE": 31.198843438640917, "RMSE": 33.611648853769196}
"Epoch 111 Current Test MAE: 31.198843438640917, RMSE: 33.611648853769196, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.086143443329297e-06, "train_loss": 0.006592766520227292, "Current MAE": 2.2579457636911298, "RMSE": 7.573147965905185, "epoch": 112}
{"MAE": 20.566980781638286, "RMSE": 22.50273062164972}
"Epoch 112 Current Test MAE: 20.566980781638286, RMSE: 22.50273062164972, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.082959585579373e-06, "train_loss": 0.006573878959408906, "Current MAE": 2.2859612678010977, "RMSE": 7.716266416205449, "epoch": 113}
{"MAE": 9.828507180307426, "RMSE": 12.60019184199909}
"Epoch 113 Current Test MAE: 9.828507180307426, RMSE: 12.60019184199909, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.07974594120928e-06, "train_loss": 0.006427416606185651, "Current MAE": 2.3632150424382563, "RMSE": 8.065476880751458, "epoch": 114}
{"MAE": 14.069392143706091, "RMSE": 16.50887761860209}
"Epoch 114 Current Test MAE: 14.069392143706091, RMSE: 16.50887761860209, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.076502542580373e-06, "train_loss": 0.006408458110415899, "Current MAE": 2.370090226191722, "RMSE": 8.13289512011859, "epoch": 115}
{"MAE": 9.259443502735209, "RMSE": 11.48580023763773}
"Epoch 115 Current Test MAE: 9.259443502735209, RMSE: 11.48580023763773, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.073229422353619e-06, "train_loss": 0.006378733412681865, "Current MAE": 2.289752272431361, "RMSE": 7.74816219206796, "epoch": 116}
{"MAE": 21.832527495157745, "RMSE": 24.024244419392563}
"Epoch 116 Current Test MAE: 21.832527495157745, RMSE: 24.024244419392563, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.069926613489305e-06, "train_loss": 0.006252401277679042, "Current MAE": 2.2961468363917152, "RMSE": 7.748008138103124, "epoch": 117}
{"MAE": 16.78361573977668, "RMSE": 20.483784561541672}
"Epoch 117 Current Test MAE: 16.78361573977668, RMSE: 20.483784561541672, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.06659414924669e-06, "train_loss": 0.0062263560970101965, "Current MAE": 2.2882291487181754, "RMSE": 7.815753932839062, "epoch": 118}
{"MAE": 33.234667921897376, "RMSE": 35.32757803563659}
"Epoch 118 Current Test MAE: 33.234667921897376, RMSE: 35.32757803563659, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.0632320631836585e-06, "train_loss": 0.006189810253370881, "Current MAE": 2.3002363924309988, "RMSE": 7.78727920311995, "epoch": 119}
{"MAE": 19.568344706283934, "RMSE": 22.582165543183304}
"Epoch 119 Current Test MAE: 19.568344706283934, RMSE: 22.582165543183304, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.059840389156368e-06, "train_loss": 0.006211194579835126, "Current MAE": 2.251675751380419, "RMSE": 7.642541831293983, "epoch": 120}
{"MAE": 35.80905486815376, "RMSE": 38.84868961723657}
"Epoch 120 Current Test MAE: 35.80905486815376, RMSE: 38.84868961723657, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.056419161318943e-06, "train_loss": 0.006193623263144035, "Current MAE": 2.258854587350504, "RMSE": 7.640082954805061, "epoch": 121}
{"MAE": 19.64579233157089, "RMSE": 23.63266311510652}
"Epoch 121 Current Test MAE: 19.64579233157089, RMSE: 23.63266311510652, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.052968414123117e-06, "train_loss": 0.006095129992771438, "Current MAE": 2.3652700630550556, "RMSE": 8.090963242887698, "epoch": 122}
{"MAE": 23.824247176545896, "RMSE": 27.962169595022548}
"Epoch 122 Current Test MAE: 23.824247176545896, RMSE: 27.962169595022548, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.049488182317851e-06, "train_loss": 0.006099178046138752, "Current MAE": 2.237963384275369, "RMSE": 7.6860351233663255, "epoch": 123}
{"MAE": 11.611807268429425, "RMSE": 14.394313171832}
"Epoch 123 Current Test MAE: 11.611807268429425, RMSE: 14.394313171832, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.045978500949053e-06, "train_loss": 0.006133703961290412, "Current MAE": 2.2702329382978386, "RMSE": 7.755027940880679, "epoch": 124}
{"MAE": 15.996629095804717, "RMSE": 18.30501176241846}
"Epoch 124 Current Test MAE: 15.996629095804717, RMSE: 18.30501176241846, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.0424394053591975e-06, "train_loss": 0.00624398713888124, "Current MAE": 2.268659894459168, "RMSE": 7.734534545722247, "epoch": 125}
{"MAE": 15.78286033414288, "RMSE": 19.72340443345715}
"Epoch 125 Current Test MAE: 15.78286033414288, RMSE: 19.72340443345715, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.038870931186911e-06, "train_loss": 0.006495213424231334, "Current MAE": 2.2580269060433813, "RMSE": 7.701683307411406, "epoch": 126}
{"MAE": 28.403779900411635, "RMSE": 32.742905772378606}
"Epoch 126 Current Test MAE: 28.403779900411635, RMSE: 32.742905772378606, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.035273114366693e-06, "train_loss": 0.006458595018415769, "Current MAE": 2.2399990768355473, "RMSE": 7.621668709394507, "epoch": 127}
{"MAE": 30.53907925890422, "RMSE": 33.8876479321476}
"Epoch 127 Current Test MAE: 30.53907925890422, RMSE: 33.8876479321476, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.031645991128528e-06, "train_loss": 0.0062702038411062335, "Current MAE": 2.2795312030973522, "RMSE": 7.765174642860729, "epoch": 128}
{"MAE": 32.867082670623184, "RMSE": 36.310462456106215}
"Epoch 128 Current Test MAE: 32.867082670623184, RMSE: 36.310462456106215, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.027989597997506e-06, "train_loss": 0.006154645441516224, "Current MAE": 2.238153717997583, "RMSE": 7.609486282279148, "epoch": 129}
{"MAE": 58.21219193831508, "RMSE": 62.53240265310084}
"Epoch 129 Current Test MAE: 58.21219193831508, RMSE: 62.53240265310084, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.0243039717934625e-06, "train_loss": 0.006142243577206942, "Current MAE": 2.2953876344933426, "RMSE": 7.8919851349271175, "epoch": 130}
{"MAE": 54.6226022043519, "RMSE": 57.37978107670833}
"Epoch 130 Current Test MAE: 54.6226022043519, RMSE: 57.37978107670833, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.020589149630602e-06, "train_loss": 0.00601276318392932, "Current MAE": 2.2715277098066524, "RMSE": 7.715187741189719, "epoch": 131}
{"MAE": 39.3490778345428, "RMSE": 43.12132729087944}
"Epoch 131 Current Test MAE: 39.3490778345428, RMSE: 43.12132729087944, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.016845168917154e-06, "train_loss": 0.006074181099632271, "Current MAE": 2.263261260832043, "RMSE": 7.7264085427267375, "epoch": 132}
{"MAE": 41.4388700040597, "RMSE": 44.62660466296302}
"Epoch 132 Current Test MAE: 41.4388700040597, RMSE: 44.62660466296302, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.01307206735497e-06, "train_loss": 0.006002751170564349, "Current MAE": 2.2231360745020172, "RMSE": 7.5548901453413695, "epoch": 133}
{"MAE": 38.084606357649264, "RMSE": 41.66647790476637}
"Epoch 133 Current Test MAE: 38.084606357649264, RMSE: 41.66647790476637, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.009269882939125e-06, "train_loss": 0.0059304774952609815, "Current MAE": 2.3556652628375017, "RMSE": 8.083393036314849, "epoch": 134}
{"MAE": 40.94880736731236, "RMSE": 43.85324835487136}
"Epoch 134 Current Test MAE: 40.94880736731236, RMSE: 43.85324835487136, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.0054386539575755e-06, "train_loss": 0.005844201971715575, "Current MAE": 2.3366642596145493, "RMSE": 7.977411813287513, "epoch": 135}
{"MAE": 10.245011032536658, "RMSE": 13.10642325473824}
"Epoch 135 Current Test MAE: 10.245011032536658, RMSE: 13.10642325473824, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 6.001578418990767e-06, "train_loss": 0.0059031807978546175, "Current MAE": 2.2734422134075416, "RMSE": 7.765325358347818, "epoch": 136}
{"MAE": 59.07593921703451, "RMSE": 62.336866978539824}
"Epoch 136 Current Test MAE: 59.07593921703451, RMSE: 62.336866978539824, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.9976892169112025e-06, "train_loss": 0.005939972653789154, "Current MAE": 2.2948887345764346, "RMSE": 7.789899138755951, "epoch": 137}
{"MAE": 70.74771584352897, "RMSE": 73.79096938674466}
"Epoch 137 Current Test MAE: 70.74771584352897, RMSE: 73.79096938674466, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.993771086883132e-06, "train_loss": 0.005989704503328422, "Current MAE": 2.2312985462775967, "RMSE": 7.571876466114343, "epoch": 138}
{"MAE": 57.621253967804584, "RMSE": 61.37537977461091}
"Epoch 138 Current Test MAE: 57.621253967804584, RMSE: 61.37537977461091, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.989824068362065e-06, "train_loss": 0.006079539912776349, "Current MAE": 2.3040870612504145, "RMSE": 7.880697942984472, "epoch": 139}
{"MAE": 40.93867988777316, "RMSE": 43.9192238032247}
"Epoch 139 Current Test MAE: 40.93867988777316, RMSE: 43.9192238032247, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.985848201094421e-06, "train_loss": 0.005880710208379825, "Current MAE": 2.2280590936797693, "RMSE": 7.589610458670777, "epoch": 140}
{"MAE": 26.87262770293325, "RMSE": 29.764046652758456}
"Epoch 140 Current Test MAE: 26.87262770293325, RMSE: 29.764046652758456, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.9818435251171644e-06, "train_loss": 0.005833719027416048, "Current MAE": 2.216737066409706, "RMSE": 7.522962766336397, "epoch": 141}
{"MAE": 33.71072154522981, "RMSE": 36.67366226231407}
"Epoch 141 Current Test MAE: 33.71072154522981, RMSE: 36.67366226231407, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.977810080757326e-06, "train_loss": 0.005892202936120414, "Current MAE": 2.282432231912719, "RMSE": 7.769527653489941, "epoch": 142}
{"MAE": 12.875233405036344, "RMSE": 16.494854909417807}
"Epoch 142 Current Test MAE: 12.875233405036344, RMSE: 16.494854909417807, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.973747908631646e-06, "train_loss": 0.005840856096018915, "Current MAE": 2.1641444870627686, "RMSE": 7.305964376790831, "epoch": 143}
{"MAE": 31.706215941568345, "RMSE": 36.066327442916425}
"Epoch 143 Current Test MAE: 31.706215941568345, RMSE: 36.066327442916425, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.969657049646159e-06, "train_loss": 0.005896255630092023, "Current MAE": 2.2879975784656614, "RMSE": 7.749769814589206, "epoch": 144}
{"MAE": 59.25047784017841, "RMSE": 62.26439435182398}
"Epoch 144 Current Test MAE: 59.25047784017841, RMSE: 62.26439435182398, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.965537544995755e-06, "train_loss": 0.005883642829223879, "Current MAE": 2.2514832653820935, "RMSE": 7.600671885872152, "epoch": 145}
{"MAE": 17.05747992904098, "RMSE": 21.120569508038194}
"Epoch 145 Current Test MAE: 17.05747992904098, RMSE: 21.120569508038194, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.961389436163802e-06, "train_loss": 0.005943214567896088, "Current MAE": 2.234309475149496, "RMSE": 7.472115551432511, "epoch": 146}
{"MAE": 19.121097917909974, "RMSE": 22.919560847088988}
"Epoch 146 Current Test MAE: 19.121097917909974, RMSE: 22.919560847088988, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.95721276492174e-06, "train_loss": 0.0058074250621429225, "Current MAE": 2.2223287578540334, "RMSE": 7.521738598408855, "epoch": 147}
{"MAE": 11.09437788753468, "RMSE": 14.455185444803199}
"Epoch 147 Current Test MAE: 11.09437788753468, RMSE: 14.455185444803199, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.953007573328558e-06, "train_loss": 0.005819097809169603, "Current MAE": 2.2199603313141334, "RMSE": 7.530883645458992, "epoch": 148}
{"MAE": 23.442707032679472, "RMSE": 27.203133144915466}
"Epoch 148 Current Test MAE: 23.442707032679472, RMSE: 27.203133144915466, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.948773903730524e-06, "train_loss": 0.005696544813555341, "Current MAE": 2.244829644568649, "RMSE": 7.562139568933828, "epoch": 149}
{"MAE": 15.86654247541573, "RMSE": 19.861656341589622}
"Epoch 149 Current Test MAE: 15.86654247541573, RMSE: 19.861656341589622, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.944511798760615e-06, "train_loss": 0.005753829517788786, "Current MAE": 2.217510571012121, "RMSE": 7.512500854769103, "epoch": 150}
{"MAE": 59.92495580799959, "RMSE": 64.38231710958387}
"Epoch 150 Current Test MAE: 59.92495580799959, RMSE: 64.38231710958387, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.940221301338187e-06, "train_loss": 0.005742783372877099, "Current MAE": 2.189391619274421, "RMSE": 7.294138265403924, "epoch": 151}
{"MAE": 32.22976435451466, "RMSE": 35.90054437095012}
"Epoch 151 Current Test MAE: 32.22976435451466, RMSE: 35.90054437095012, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.935902454668533e-06, "train_loss": 0.005811462387879529, "Current MAE": 2.2450078457021374, "RMSE": 7.595578145097564, "epoch": 152}
{"MAE": 24.80773313684401, "RMSE": 29.988853084232304}
"Epoch 152 Current Test MAE: 24.80773313684401, RMSE: 29.988853084232304, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.931555302242354e-06, "train_loss": 0.005756031394125357, "Current MAE": 2.208848465320676, "RMSE": 7.459452015546739, "epoch": 153}
{"MAE": 52.00483368009264, "RMSE": 57.004176629790635}
"Epoch 153 Current Test MAE: 52.00483368009264, RMSE: 57.004176629790635, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.927179887835445e-06, "train_loss": 0.005734090918356777, "Current MAE": 2.251365306765534, "RMSE": 7.627757331369469, "epoch": 154}
{"MAE": 29.76682755006944, "RMSE": 34.93139417617063}
"Epoch 154 Current Test MAE: 29.76682755006944, RMSE: 34.93139417617063, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.9227762555081726e-06, "train_loss": 0.005753874236339264, "Current MAE": 2.2104772523392078, "RMSE": 7.438462750257082, "epoch": 155}
{"MAE": 29.528894755315676, "RMSE": 34.944695494730254}
"Epoch 155 Current Test MAE: 29.528894755315676, RMSE: 34.944695494730254, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.918344449605065e-06, "train_loss": 0.005817347035731054, "Current MAE": 2.198819306067919, "RMSE": 7.410440192980325, "epoch": 156}
{"MAE": 14.167027404884887, "RMSE": 19.640875043525543}
"Epoch 156 Current Test MAE: 14.167027404884887, RMSE: 19.640875043525543, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.913884514754369e-06, "train_loss": 0.005698893742807232, "Current MAE": 2.2009262686672537, "RMSE": 7.398206167193696, "epoch": 157}
{"MAE": 44.335558388487705, "RMSE": 50.46091393361747}
"Epoch 157 Current Test MAE: 44.335558388487705, RMSE: 50.46091393361747, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.909396495867581e-06, "train_loss": 0.005678866582162701, "Current MAE": 2.247137567271357, "RMSE": 7.53553689443047, "epoch": 158}
{"MAE": 12.507250661164328, "RMSE": 17.274880305695568}
"Epoch 158 Current Test MAE: 12.507250661164328, RMSE: 17.274880305695568, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.904880438138971e-06, "train_loss": 0.005744600139324778, "Current MAE": 2.2113243697024694, "RMSE": 7.444449054391038, "epoch": 159}
{"MAE": 17.39740969672442, "RMSE": 24.500626545769816}
"Epoch 159 Current Test MAE: 17.39740969672442, RMSE: 24.500626545769816, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.900336387045223e-06, "train_loss": 0.005715541820313981, "Current MAE": 2.2282709115918413, "RMSE": 7.563000044407558, "epoch": 160}
{"MAE": 22.78453514830479, "RMSE": 28.013820902527524}
"Epoch 160 Current Test MAE: 22.78453514830479, RMSE: 28.013820902527524, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.8957643883448664e-06, "train_loss": 0.005596265272134717, "Current MAE": 2.2253154449925745, "RMSE": 7.421229559561711, "epoch": 161}
{"MAE": 15.759250096506022, "RMSE": 22.228633275736573}
"Epoch 161 Current Test MAE: 15.759250096506022, RMSE: 22.228633275736573, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.89116448807788e-06, "train_loss": 0.005526790122291557, "Current MAE": 2.226899161497913, "RMSE": 7.58578060711556, "epoch": 162}
{"MAE": 14.196466117642803, "RMSE": 18.370552318034218}
"Epoch 162 Current Test MAE: 14.196466117642803, RMSE: 18.370552318034218, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.886536732565216e-06, "train_loss": 0.00556981021159821, "Current MAE": 2.2762943341107653, "RMSE": 7.726382252784381, "epoch": 163}
{"MAE": 26.103621405973414, "RMSE": 30.939965203596582}
"Epoch 163 Current Test MAE: 26.103621405973414, RMSE: 30.939965203596582, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.881881168408298e-06, "train_loss": 0.0055359053539434265, "Current MAE": 2.2621653820072556, "RMSE": 7.61377857241335, "epoch": 164}
{"MAE": 14.892777108418915, "RMSE": 18.99615404025182}
"Epoch 164 Current Test MAE: 14.892777108418915, RMSE: 18.99615404025182, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.877197842488631e-06, "train_loss": 0.005528552949247756, "Current MAE": 2.2128389366234757, "RMSE": 7.43223786101778, "epoch": 165}
{"MAE": 13.84313448322105, "RMSE": 18.660742529110788}
"Epoch 165 Current Test MAE: 13.84313448322105, RMSE: 18.660742529110788, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.872486801967257e-06, "train_loss": 0.005420554636462513, "Current MAE": 2.2348188857337945, "RMSE": 7.5490364669401675, "epoch": 166}
{"MAE": 27.14935828884962, "RMSE": 31.34589028816541}
"Epoch 166 Current Test MAE: 27.14935828884962, RMSE: 31.34589028816541, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.86774809428427e-06, "train_loss": 0.005445455034292624, "Current MAE": 2.255110182342684, "RMSE": 7.590308265779754, "epoch": 167}
{"MAE": 31.526964441104134, "RMSE": 35.31779741390461}
"Epoch 167 Current Test MAE: 31.526964441104134, RMSE: 35.31779741390461, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.8629817671584376e-06, "train_loss": 0.0054803432179172315, "Current MAE": 2.229939058649046, "RMSE": 7.535890773367018, "epoch": 168}
{"MAE": 17.320706548254474, "RMSE": 20.48490202326448}
"Epoch 168 Current Test MAE: 17.320706548254474, RMSE: 20.48490202326448, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.858187868586597e-06, "train_loss": 0.005447726037552914, "Current MAE": 2.192531145016754, "RMSE": 7.400087726166495, "epoch": 169}
{"MAE": 26.40132328108245, "RMSE": 29.95841514881771}
"Epoch 169 Current Test MAE: 26.40132328108245, RMSE: 29.95841514881771, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.853366446843271e-06, "train_loss": 0.00543835153473641, "Current MAE": 2.229135634805122, "RMSE": 7.5663438536155825, "epoch": 170}
{"MAE": 21.483667294703796, "RMSE": 26.481697685693966}
"Epoch 170 Current Test MAE: 21.483667294703796, RMSE: 26.481697685693966, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.8485175504801105e-06, "train_loss": 0.005449424739795218, "Current MAE": 2.242073938506679, "RMSE": 7.588358129024419, "epoch": 171}
{"MAE": 27.477670478405255, "RMSE": 31.380698572326686}
"Epoch 171 Current Test MAE: 27.477670478405255, RMSE: 31.380698572326686, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.843641228325455e-06, "train_loss": 0.005432575730149256, "Current MAE": 2.192236671794895, "RMSE": 7.311619393321619, "epoch": 172}
{"MAE": 41.10238148080497, "RMSE": 44.692064364100986}
"Epoch 172 Current Test MAE: 41.10238148080497, RMSE: 44.692064364100986, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.838737529483813e-06, "train_loss": 0.005456887614980144, "Current MAE": 2.2177325905393905, "RMSE": 7.491268567952531, "epoch": 173}
{"MAE": 14.158056645611532, "RMSE": 19.184748149508643}
"Epoch 173 Current Test MAE: 14.158056645611532, RMSE: 19.184748149508643, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.833806503335385e-06, "train_loss": 0.0054704156394433925, "Current MAE": 2.22124416401461, "RMSE": 7.475220015885686, "epoch": 174}
{"MAE": 24.083997730595872, "RMSE": 26.077888551694805}
"Epoch 174 Current Test MAE: 24.083997730595872, RMSE: 26.077888551694805, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.8288481995355485e-06, "train_loss": 0.005519412284673646, "Current MAE": 2.1894619963889896, "RMSE": 7.319045129544937, "epoch": 175}
{"MAE": 9.988093860268853, "RMSE": 13.569562700499025}
"Epoch 175 Current Test MAE: 9.988093860268853, RMSE: 13.569562700499025, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.823862668014329e-06, "train_loss": 0.005448710749677266, "Current MAE": 2.2193059930907464, "RMSE": 7.495685473541458, "epoch": 176}
{"MAE": 25.24410429603394, "RMSE": 29.612049213216263}
"Epoch 176 Current Test MAE: 25.24410429603394, RMSE: 29.612049213216263, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.818849958976028e-06, "train_loss": 0.0054521306942398795, "Current MAE": 2.223722961240639, "RMSE": 7.476020219316503, "epoch": 177}
{"MAE": 14.812119747818425, "RMSE": 20.255320220123092}
"Epoch 177 Current Test MAE: 14.812119747818425, RMSE: 20.255320220123092, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.813810122898546e-06, "train_loss": 0.005411729713783226, "Current MAE": 2.2465116522068684, "RMSE": 7.56846568273992, "epoch": 178}
{"MAE": 11.629752975663328, "RMSE": 14.644639702960115}
"Epoch 178 Current Test MAE: 11.629752975663328, RMSE: 14.644639702960115, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.808743210532974e-06, "train_loss": 0.005408251249392425, "Current MAE": 2.2139992940534357, "RMSE": 7.460394066928062, "epoch": 179}
{"MAE": 48.074192070071476, "RMSE": 52.61171137310689}
"Epoch 179 Current Test MAE: 48.074192070071476, RMSE: 52.61171137310689, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.803649272903077e-06, "train_loss": 0.005356497181197148, "Current MAE": 2.1869353708049286, "RMSE": 7.329232090430187, "epoch": 180}
{"MAE": 15.913377402394945, "RMSE": 20.485891920291994}
"Epoch 180 Current Test MAE: 15.913377402394945, RMSE: 20.485891920291994, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.79852836130472e-06, "train_loss": 0.005343018696691438, "Current MAE": 2.2012650877448254, "RMSE": 7.437775367928083, "epoch": 181}
{"MAE": 20.636420264483018, "RMSE": 22.92571274891987}
"Epoch 181 Current Test MAE: 20.636420264483018, RMSE: 22.92571274891987, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.793380527305457e-06, "train_loss": 0.005303993806077207, "Current MAE": 2.210532216379688, "RMSE": 7.437223061416924, "epoch": 182}
{"MAE": 25.775915127174528, "RMSE": 30.923990695862223}
"Epoch 182 Current Test MAE: 25.775915127174528, RMSE: 30.923990695862223, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.788205822743907e-06, "train_loss": 0.0053087386732998225, "Current MAE": 2.181751278220583, "RMSE": 7.298204384553019, "epoch": 183}
{"MAE": 28.29204614178028, "RMSE": 33.579905416614245}
"Epoch 183 Current Test MAE: 28.29204614178028, RMSE: 33.579905416614245, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.783004299729297e-06, "train_loss": 0.005257236764693767, "Current MAE": 2.212836270385372, "RMSE": 7.4237872658777455, "epoch": 184}
{"MAE": 18.982715801995305, "RMSE": 25.292377777293915}
"Epoch 184 Current Test MAE: 18.982715801995305, RMSE: 25.292377777293915, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.77777601064089e-06, "train_loss": 0.005276957163314125, "Current MAE": 2.1697198387585708, "RMSE": 7.2866401425947585, "epoch": 185}
{"MAE": 33.32464535199998, "RMSE": 38.871527102125526}
"Epoch 185 Current Test MAE: 33.32464535199998, RMSE: 38.871527102125526, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.772521008127516e-06, "train_loss": 0.005283963330715322, "Current MAE": 2.173409596010214, "RMSE": 7.298358452463285, "epoch": 186}
{"MAE": 47.89954234727847, "RMSE": 53.06002109688967}
"Epoch 186 Current Test MAE: 47.89954234727847, RMSE: 53.06002109688967, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.767239345106983e-06, "train_loss": 0.005295018395230069, "Current MAE": 2.195310898147772, "RMSE": 7.379679710448625, "epoch": 187}
{"MAE": 26.249924595319627, "RMSE": 31.027119171241935}
"Epoch 187 Current Test MAE: 26.249924595319627, RMSE: 31.027119171241935, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.761931074765575e-06, "train_loss": 0.005287538645120433, "Current MAE": 2.2124574389327525, "RMSE": 7.466024839884311, "epoch": 188}
{"MAE": 33.806571543346564, "RMSE": 37.61646017611198}
"Epoch 188 Current Test MAE: 33.806571543346564, RMSE: 37.61646017611198, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.756596250557514e-06, "train_loss": 0.005443379117215487, "Current MAE": 2.1962944200475247, "RMSE": 7.358224500025569, "epoch": 189}
{"MAE": 38.9902704572366, "RMSE": 42.42828617569946}
"Epoch 189 Current Test MAE: 38.9902704572366, RMSE: 42.42828617569946, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.75123492620443e-06, "train_loss": 0.005205897096435269, "Current MAE": 2.186510284701541, "RMSE": 7.302092132210704, "epoch": 190}
{"MAE": 27.083108455819243, "RMSE": 31.17688333870934}
"Epoch 190 Current Test MAE: 27.083108455819243, RMSE: 31.17688333870934, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.745847155694804e-06, "train_loss": 0.005306109560030175, "Current MAE": 2.1945433428603307, "RMSE": 7.350475032647807, "epoch": 191}
{"MAE": 38.36584278116559, "RMSE": 42.6101260074868}
"Epoch 191 Current Test MAE: 38.36584278116559, RMSE: 42.6101260074868, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.740432993283393e-06, "train_loss": 0.005318392034247141, "Current MAE": 2.204994272052699, "RMSE": 7.414677634335856, "epoch": 192}
{"MAE": 11.229901299237685, "RMSE": 15.151304121200354}
"Epoch 192 Current Test MAE: 11.229901299237685, RMSE: 15.151304121200354, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.7349924934908055e-06, "train_loss": 0.0052088462305985034, "Current MAE": 2.1610850767129834, "RMSE": 7.219141706370004, "epoch": 193}
{"MAE": 50.82743856148522, "RMSE": 55.05939475832767}
"Epoch 193 Current Test MAE: 50.82743856148522, RMSE: 55.05939475832767, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.729525711102763e-06, "train_loss": 0.005227661229240641, "Current MAE": 2.2552085236181987, "RMSE": 7.585006354049284, "epoch": 194}
{"MAE": 15.822088281053864, "RMSE": 18.77850010966734}
"Epoch 194 Current Test MAE: 15.822088281053864, RMSE: 18.77850010966734, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.724032701169743e-06, "train_loss": 0.005257662856542666, "Current MAE": 2.1818397336830624, "RMSE": 7.349836414745282, "epoch": 195}
{"MAE": 46.50074818814762, "RMSE": 49.884577893922454}
"Epoch 195 Current Test MAE: 46.50074818814762, RMSE: 49.884577893922454, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.718513519006261e-06, "train_loss": 0.0052680569664171175, "Current MAE": 2.1977209583211113, "RMSE": 7.374079256954671, "epoch": 196}
{"MAE": 20.166740446568575, "RMSE": 25.452672715679093}
"Epoch 196 Current Test MAE: 20.166740446568575, RMSE: 25.452672715679093, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.712968220190448e-06, "train_loss": 0.005237833554390347, "Current MAE": 2.1865580436313117, "RMSE": 7.318160549826374, "epoch": 197}
{"MAE": 14.682973732875583, "RMSE": 16.922153700784527}
"Epoch 197 Current Test MAE: 14.682973732875583, RMSE: 16.922153700784527, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.707396860563378e-06, "train_loss": 0.005289564660634503, "Current MAE": 2.1776180595189665, "RMSE": 7.32409324770528, "epoch": 198}
{"MAE": 11.839328909231947, "RMSE": 14.607598848651824}
"Epoch 198 Current Test MAE: 11.839328909231947, RMSE: 14.607598848651824, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.70179949622861e-06, "train_loss": 0.005282016386277032, "Current MAE": 2.1775344640348027, "RMSE": 7.249509076893188, "epoch": 199}
{"MAE": 31.20063374361961, "RMSE": 34.977648461680076}
"Epoch 199 Current Test MAE: 31.20063374361961, RMSE: 34.977648461680076, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.696176183551512e-06, "train_loss": 0.00520398378131122, "Current MAE": 2.1805410356203394, "RMSE": 7.260269347487072, "epoch": 200}
{"MAE": 34.49964467762342, "RMSE": 38.61490104558379}
"Epoch 200 Current Test MAE: 34.49964467762342, RMSE: 38.61490104558379, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.690526979158792e-06, "train_loss": 0.005201703014701635, "Current MAE": 2.225840075794679, "RMSE": 7.4477949572826265, "epoch": 201}
{"MAE": 13.383522278862582, "RMSE": 17.9247215134289}
"Epoch 201 Current Test MAE: 13.383522278862582, RMSE: 17.9247215134289, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.6848519399378576e-06, "train_loss": 0.005176074524137923, "Current MAE": 2.2344079861385397, "RMSE": 7.465111089539282, "epoch": 202}
{"MAE": 13.462007522583008, "RMSE": 18.584680212514037}
"Epoch 202 Current Test MAE: 13.462007522583008, RMSE: 18.584680212514037, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.679151123036319e-06, "train_loss": 0.0052184469176736956, "Current MAE": 2.186657202617464, "RMSE": 7.305483554482805, "epoch": 203}
{"MAE": 26.13970577950571, "RMSE": 30.572847611511165}
"Epoch 203 Current Test MAE: 26.13970577950571, RMSE: 30.572847611511165, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.673424585861346e-06, "train_loss": 0.0051774749018184095, "Current MAE": 2.19366883990497, "RMSE": 7.353000347872441, "epoch": 204}
{"MAE": 14.539738382908773, "RMSE": 16.666043150949687}
"Epoch 204 Current Test MAE: 14.539738382908773, RMSE: 16.666043150949687, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.667672386079071e-06, "train_loss": 0.005197447701098343, "Current MAE": 2.163387817367384, "RMSE": 7.181619196279378, "epoch": 205}
{"MAE": 31.354267554670116, "RMSE": 35.86105202676196}
"Epoch 205 Current Test MAE: 31.354267554670116, RMSE: 35.86105202676196, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.661894581614103e-06, "train_loss": 0.0051602192064869636, "Current MAE": 2.2110871256181275, "RMSE": 7.464670012202845, "epoch": 206}
{"MAE": 11.382557206164257, "RMSE": 15.582230994584524}
"Epoch 206 Current Test MAE: 11.382557206164257, RMSE: 15.582230994584524, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.656091230648852e-06, "train_loss": 0.005169479622758918, "Current MAE": 2.1909132177354835, "RMSE": 7.302542264874339, "epoch": 207}
{"MAE": 12.245511543257305, "RMSE": 14.987938882763238}
"Epoch 207 Current Test MAE: 12.245511543257305, RMSE: 14.987938882763238, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.650262391623016e-06, "train_loss": 0.005253827306691508, "Current MAE": 2.175214838812879, "RMSE": 7.271894524175268, "epoch": 208}
{"MAE": 18.938554092689795, "RMSE": 23.820349602025242}
"Epoch 208 Current Test MAE: 18.938554092689795, RMSE: 23.820349602025242, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.644408123232933e-06, "train_loss": 0.005183776601380598, "Current MAE": 2.1920706784640815, "RMSE": 7.3217743455907005, "epoch": 209}
{"MAE": 16.843214612640846, "RMSE": 21.30487074653983}
"Epoch 209 Current Test MAE: 16.843214612640846, RMSE: 21.30487074653983, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.638528484431013e-06, "train_loss": 0.005268088245295417, "Current MAE": 2.1909668906031534, "RMSE": 7.397732351793601, "epoch": 210}
{"MAE": 21.99790964043478, "RMSE": 27.047286194316097}
"Epoch 210 Current Test MAE: 21.99790964043478, RMSE: 27.047286194316097, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.632623534425157e-06, "train_loss": 0.005149077838785848, "Current MAE": 2.1750951984895375, "RMSE": 7.307308845655032, "epoch": 211}
{"MAE": 38.7610374190449, "RMSE": 42.678530310092434}
"Epoch 211 Current Test MAE: 38.7610374190449, RMSE: 42.678530310092434, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.626693332678165e-06, "train_loss": 0.0051193383754926935, "Current MAE": 2.1930111845535265, "RMSE": 7.312002686999973, "epoch": 212}
{"MAE": 16.63979727094729, "RMSE": 22.716927109262926}
"Epoch 212 Current Test MAE: 16.63979727094729, RMSE: 22.716927109262926, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.620737938907076e-06, "train_loss": 0.005115009294361389, "Current MAE": 2.1837452578954437, "RMSE": 7.279574518462954, "epoch": 213}
{"MAE": 12.463938432581285, "RMSE": 16.524673265114927}
"Epoch 213 Current Test MAE: 12.463938432581285, RMSE: 16.524673265114927, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.614757413082664e-06, "train_loss": 0.005097211672876433, "Current MAE": 2.205169307691383, "RMSE": 7.45406652105198, "epoch": 214}
{"MAE": 12.814592644020363, "RMSE": 15.168666357267275}
"Epoch 214 Current Test MAE: 12.814592644020363, RMSE: 15.168666357267275, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.608751815428725e-06, "train_loss": 0.005139973877172981, "Current MAE": 2.1442243365836458, "RMSE": 7.205760834485562, "epoch": 215}
{"MAE": 23.319143546692427, "RMSE": 28.527659769175308}
"Epoch 215 Current Test MAE: 23.319143546692427, RMSE: 28.527659769175308, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.602721206421597e-06, "train_loss": 0.005048664684122083, "Current MAE": 2.183236237845117, "RMSE": 7.326861166609707, "epoch": 216}
{"MAE": 18.585073948945354, "RMSE": 24.41911058422202}
"Epoch 216 Current Test MAE: 18.585073948945354, RMSE: 24.41911058422202, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.5966656467894095e-06, "train_loss": 0.0050523381141608596, "Current MAE": 2.1789747186087984, "RMSE": 7.274374173326518, "epoch": 217}
{"MAE": 36.9844146128054, "RMSE": 41.59346186118148}
"Epoch 217 Current Test MAE: 36.9844146128054, RMSE: 41.59346186118148, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.590585197511611e-06, "train_loss": 0.005025891250016354, "Current MAE": 2.181912762571514, "RMSE": 7.316853682559335, "epoch": 218}
{"MAE": 41.98444084300455, "RMSE": 46.09002220341062}
"Epoch 218 Current Test MAE: 41.98444084300455, RMSE: 46.09002220341062, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.584479919818248e-06, "train_loss": 0.004979952582213707, "Current MAE": 2.1968234402586164, "RMSE": 7.425656746078064, "epoch": 219}
{"MAE": 26.377815881326047, "RMSE": 30.973946032146166}
"Epoch 219 Current Test MAE: 26.377815881326047, RMSE: 30.973946032146166, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.578349875189393e-06, "train_loss": 0.005012455314427945, "Current MAE": 2.201594141544539, "RMSE": 7.390184093149019, "epoch": 220}
{"MAE": 39.896247457574916, "RMSE": 44.87704833891612}
"Epoch 220 Current Test MAE: 39.896247457574916, RMSE: 44.87704833891612, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.572195125354536e-06, "train_loss": 0.004977935847908228, "Current MAE": 2.1767756787060004, "RMSE": 7.241897869278658, "epoch": 221}
{"MAE": 31.115883394004474, "RMSE": 35.55330561456015}
"Epoch 221 Current Test MAE: 31.115883394004474, RMSE: 35.55330561456015, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.566015732291929e-06, "train_loss": 0.00502651369366776, "Current MAE": 2.1908601735792943, "RMSE": 7.312433177209342, "epoch": 222}
{"MAE": 37.1448926086779, "RMSE": 42.073906910975914}
"Epoch 222 Current Test MAE: 37.1448926086779, RMSE: 42.073906910975914, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.559811758228008e-06, "train_loss": 0.005030034044032391, "Current MAE": 2.206824259280676, "RMSE": 7.357754994131973, "epoch": 223}
{"MAE": 42.60695790329011, "RMSE": 47.79128889400186}
"Epoch 223 Current Test MAE: 42.60695790329011, RMSE: 47.79128889400186, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.553583265636693e-06, "train_loss": 0.005083515140236449, "Current MAE": 2.1703883712043415, "RMSE": 7.2604787825201536, "epoch": 224}
{"MAE": 25.17602631521121, "RMSE": 30.088404905269908}
"Epoch 224 Current Test MAE: 25.17602631521121, RMSE: 30.088404905269908, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.547330317238874e-06, "train_loss": 0.005102920459905457, "Current MAE": 2.1852730557217033, "RMSE": 7.272271921591892, "epoch": 225}
{"MAE": 47.62055845854069, "RMSE": 52.43149254494573}
"Epoch 225 Current Test MAE: 47.62055845854069, RMSE: 52.43149254494573, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.541052976001658e-06, "train_loss": 0.0049769662026809365, "Current MAE": 2.1530265703239864, "RMSE": 7.172982148907611, "epoch": 226}
{"MAE": 12.96302620673751, "RMSE": 18.893484199335266}
"Epoch 226 Current Test MAE: 12.96302620673751, RMSE: 18.893484199335266, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.53475130513778e-06, "train_loss": 0.0050134382787922396, "Current MAE": 2.1938122401223024, "RMSE": 7.329548599408453, "epoch": 227}
{"MAE": 28.229668237025443, "RMSE": 33.167445759873594}
"Epoch 227 Current Test MAE: 28.229668237025443, RMSE: 33.167445759873594, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.528425368105009e-06, "train_loss": 0.0050605307093042695, "Current MAE": 2.170635288959808, "RMSE": 7.205403378943351, "epoch": 228}
{"MAE": 28.39361638921538, "RMSE": 33.48337983721921}
"Epoch 228 Current Test MAE: 28.39361638921538, RMSE: 33.48337983721921, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.522075228605486e-06, "train_loss": 0.005066431810207386, "Current MAE": 2.1612539571023444, "RMSE": 7.164984148593065, "epoch": 229}
{"MAE": 22.9575761055375, "RMSE": 28.3370819190825}
"Epoch 229 Current Test MAE: 22.9575761055375, RMSE: 28.3370819190825, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.515700950585017e-06, "train_loss": 0.004955079425333484, "Current MAE": 2.1723359887110574, "RMSE": 7.2507723572723295, "epoch": 230}
{"MAE": 31.638145559493754, "RMSE": 36.13774575086268}
"Epoch 230 Current Test MAE: 31.638145559493754, RMSE: 36.13774575086268, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.509302598232513e-06, "train_loss": 0.0049763620201087695, "Current MAE": 2.185653771380202, "RMSE": 7.333211270785269, "epoch": 231}
{"MAE": 12.130722566367753, "RMSE": 16.589967990041075}
"Epoch 231 Current Test MAE: 12.130722566367753, RMSE: 16.589967990041075, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.502880235979306e-06, "train_loss": 0.005001873772354049, "Current MAE": 2.1997713758200557, "RMSE": 7.386941332275693, "epoch": 232}
{"MAE": 51.35531578805452, "RMSE": 55.54127301016212}
"Epoch 232 Current Test MAE: 51.35531578805452, RMSE: 55.54127301016212, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.496433928498534e-06, "train_loss": 0.004929546037024024, "Current MAE": 2.1609266259913738, "RMSE": 7.166601466115577, "epoch": 233}
{"MAE": 39.20176934157062, "RMSE": 43.89148672343249}
"Epoch 233 Current Test MAE: 39.20176934157062, RMSE: 43.89148672343249, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.489963740704429e-06, "train_loss": 0.004892467006031496, "Current MAE": 2.1772838318673378, "RMSE": 7.2096634285883985, "epoch": 234}
{"MAE": 45.64709503055917, "RMSE": 50.09624110327505}
"Epoch 234 Current Test MAE: 45.64709503055917, RMSE: 50.09624110327505, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.483469737751713e-06, "train_loss": 0.00488944711771966, "Current MAE": 2.1572916567988534, "RMSE": 7.189067776778127, "epoch": 235}
{"MAE": 12.339918105430852, "RMSE": 16.836994728043486}
"Epoch 235 Current Test MAE: 12.339918105430852, RMSE: 16.836994728043486, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.476951985034919e-06, "train_loss": 0.004881724971370099, "Current MAE": 2.16045671333799, "RMSE": 7.2032387373857345, "epoch": 236}
{"MAE": 21.699970947631304, "RMSE": 26.550525521024507}
"Epoch 236 Current Test MAE: 21.699970947631304, RMSE: 26.550525521024507, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.4704105481877515e-06, "train_loss": 0.0048596786054489706, "Current MAE": 2.1673045298207034, "RMSE": 7.223832092973137, "epoch": 237}
{"MAE": 30.766276658230616, "RMSE": 35.16701670547818}
"Epoch 237 Current Test MAE: 30.766276658230616, RMSE: 35.16701670547818, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.463845493082403e-06, "train_loss": 0.004885485970214597, "Current MAE": 2.1653735138649166, "RMSE": 7.175576934006778, "epoch": 238}
{"MAE": 52.55111277830627, "RMSE": 56.54084639619747}
"Epoch 238 Current Test MAE: 52.55111277830627, RMSE: 56.54084639619747, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.457256885828893e-06, "train_loss": 0.0048635444096294285, "Current MAE": 2.192192579063053, "RMSE": 7.275902186310187, "epoch": 239}
{"MAE": 22.559394160646757, "RMSE": 28.166043815270953}
"Epoch 239 Current Test MAE: 22.559394160646757, RMSE: 28.166043815270953, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.450644792774443e-06, "train_loss": 0.004918455595434978, "Current MAE": 2.189780911251797, "RMSE": 7.277917424033152, "epoch": 240}
{"MAE": 47.446088257178765, "RMSE": 51.31258685379103}
"Epoch 240 Current Test MAE: 47.446088257178765, RMSE: 51.31258685379103, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.444009280502737e-06, "train_loss": 0.004958926847899526, "Current MAE": 2.18744789794675, "RMSE": 7.31699412873735, "epoch": 241}
{"MAE": 20.94482162497402, "RMSE": 27.714763162925276}
"Epoch 241 Current Test MAE: 20.94482162497402, RMSE: 27.714763162925276, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.437350415833346e-06, "train_loss": 0.004981832388558692, "Current MAE": 2.193645222724629, "RMSE": 7.326085912018968, "epoch": 242}
{"MAE": 41.82279134861524, "RMSE": 46.13290958413813}
"Epoch 242 Current Test MAE: 41.82279134861524, RMSE: 46.13290958413813, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.430668265820936e-06, "train_loss": 0.004971414653789648, "Current MAE": 2.184417400610821, "RMSE": 7.282386725781845, "epoch": 243}
{"MAE": 18.798849392560573, "RMSE": 25.807908907814987}
"Epoch 243 Current Test MAE: 18.798849392560573, RMSE: 25.807908907814987, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.423962897754674e-06, "train_loss": 0.004898278609566067, "Current MAE": 2.165015310320261, "RMSE": 7.162836203382796, "epoch": 244}
{"MAE": 31.449828764192418, "RMSE": 37.4079826926165}
"Epoch 244 Current Test MAE: 31.449828764192418, RMSE: 37.4079826926165, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.417234379157552e-06, "train_loss": 0.004916724529497785, "Current MAE": 2.1610750867575557, "RMSE": 7.181782090695774, "epoch": 245}
{"MAE": 21.408795446092526, "RMSE": 28.160020064745424}
"Epoch 245 Current Test MAE: 21.408795446092526, RMSE: 28.160020064745424, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.410482777785701e-06, "train_loss": 0.004882576552392016, "Current MAE": 2.157893876094066, "RMSE": 7.148906335938081, "epoch": 246}
{"MAE": 13.625934873011637, "RMSE": 16.20652524109822}
"Epoch 246 Current Test MAE: 13.625934873011637, RMSE: 16.20652524109822, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.40370816162763e-06, "train_loss": 0.004941921986270361, "Current MAE": 2.1416979906411937, "RMSE": 7.1370389851420875, "epoch": 247}
{"MAE": 19.15403530021119, "RMSE": 25.47337950068575}
"Epoch 247 Current Test MAE: 19.15403530021119, RMSE: 25.47337950068575, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.396910598903676e-06, "train_loss": 0.004871471947919732, "Current MAE": 2.1676925335181134, "RMSE": 7.239123280919586, "epoch": 248}
{"MAE": 19.52542228740285, "RMSE": 25.010375933159665}
"Epoch 248 Current Test MAE: 19.52542228740285, RMSE: 25.010375933159665, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.390090158065214e-06, "train_loss": 0.0048736169316529986, "Current MAE": 2.1537343980810397, "RMSE": 7.126647658304465, "epoch": 249}
{"MAE": 21.657151942159615, "RMSE": 27.025704858440697}
"Epoch 249 Current Test MAE: 21.657151942159615, RMSE: 27.025704858440697, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.3832469077940125e-06, "train_loss": 0.004856804323630338, "Current MAE": 2.1595929245133973, "RMSE": 7.154175307568161, "epoch": 250}
{"MAE": 16.04912429281829, "RMSE": 22.212558813238143}
"Epoch 250 Current Test MAE: 16.04912429281829, RMSE: 22.212558813238143, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.376380917001523e-06, "train_loss": 0.004904303741165793, "Current MAE": 2.169764141703761, "RMSE": 7.233876425486638, "epoch": 251}
{"MAE": 15.839469855647202, "RMSE": 17.99409817696031}
"Epoch 251 Current Test MAE: 15.839469855647202, RMSE: 17.99409817696031, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.369492254828184e-06, "train_loss": 0.004868778348330661, "Current MAE": 2.154912757680679, "RMSE": 7.185461198390104, "epoch": 252}
{"MAE": 14.579405412694728, "RMSE": 20.727792520540856}
"Epoch 252 Current Test MAE: 14.579405412694728, RMSE: 20.727792520540856, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.362580990642754e-06, "train_loss": 0.004863354506458865, "Current MAE": 2.1714969708295153, "RMSE": 7.2191767609315765, "epoch": 253}
{"MAE": 15.414836879389478, "RMSE": 22.05090352284924}
"Epoch 253 Current Test MAE: 15.414836879389478, RMSE: 22.05090352284924, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.355647194041608e-06, "train_loss": 0.004854720451231553, "Current MAE": 2.160564445750176, "RMSE": 7.181863566437476, "epoch": 254}
{"MAE": 23.537524258648908, "RMSE": 29.19376282122329}
"Epoch 254 Current Test MAE: 23.537524258648908, RMSE: 29.19376282122329, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.3486909348479686e-06, "train_loss": 0.004824274832606918, "Current MAE": 2.1370645760284517, "RMSE": 7.161189623777629, "epoch": 255}
{"MAE": 32.0540433293594, "RMSE": 37.436164626093145}
"Epoch 255 Current Test MAE: 32.0540433293594, RMSE: 37.436164626093145, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.3417122831113135e-06, "train_loss": 0.004877954932387365, "Current MAE": 2.1628769430039023, "RMSE": 7.182042232442501, "epoch": 256}
{"MAE": 29.65536573665594, "RMSE": 35.286152115668315}
"Epoch 256 Current Test MAE: 29.65536573665594, RMSE: 35.286152115668315, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.334711309106561e-06, "train_loss": 0.004817601282025252, "Current MAE": 2.1878815622975782, "RMSE": 7.279356364640298, "epoch": 257}
{"MAE": 13.715589521237709, "RMSE": 19.26300593352879}
"Epoch 257 Current Test MAE: 13.715589521237709, RMSE: 19.26300593352879, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.32768808333347e-06, "train_loss": 0.00480107765708823, "Current MAE": 2.133874838224436, "RMSE": 7.135862090802054, "epoch": 258}
{"MAE": 37.89312587792058, "RMSE": 42.925513681878826}
"Epoch 258 Current Test MAE: 37.89312587792058, RMSE: 42.925513681878826, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.320642676515841e-06, "train_loss": 0.00480577563612719, "Current MAE": 2.1495162319727203, "RMSE": 7.161895376588701, "epoch": 259}
{"MAE": 24.261561906935082, "RMSE": 27.23715792932766}
"Epoch 259 Current Test MAE: 24.261561906935082, RMSE: 27.23715792932766, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.313575159600836e-06, "train_loss": 0.004794096319933391, "Current MAE": 2.1700971423072932, "RMSE": 7.244310505742168, "epoch": 260}
{"MAE": 16.175183842644454, "RMSE": 21.609156060022958}
"Epoch 260 Current Test MAE: 16.175183842644454, RMSE: 21.609156060022958, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.306485603758251e-06, "train_loss": 0.004783313725185105, "Current MAE": 2.1642221232878063, "RMSE": 7.246531173296715, "epoch": 261}
{"MAE": 26.921848123824155, "RMSE": 32.16905498362222}
"Epoch 261 Current Test MAE: 26.921848123824155, RMSE: 32.16905498362222, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.299374080379872e-06, "train_loss": 0.004793304283288661, "Current MAE": 2.1817871186321014, "RMSE": 7.331627173399822, "epoch": 262}
{"MAE": 12.88410522942969, "RMSE": 16.085467269442915}
"Epoch 262 Current Test MAE: 12.88410522942969, RMSE: 16.085467269442915, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.292240661078641e-06, "train_loss": 0.0047872989194578785, "Current MAE": 2.1593260268470758, "RMSE": 7.183266681106126, "epoch": 263}
{"MAE": 18.44844215679792, "RMSE": 23.901710301010446}
"Epoch 263 Current Test MAE: 18.44844215679792, RMSE: 23.901710301010446, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.2850854176880105e-06, "train_loss": 0.004817038684088974, "Current MAE": 2.1694768784140193, "RMSE": 7.198519011371328, "epoch": 264}
{"MAE": 17.84944466152482, "RMSE": 23.46098287605319}
"Epoch 264 Current Test MAE: 17.84944466152482, RMSE: 23.46098287605319, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.277908422261205e-06, "train_loss": 0.004798457523689232, "Current MAE": 2.1915151289427848, "RMSE": 7.30930832210856, "epoch": 265}
{"MAE": 13.764748417474086, "RMSE": 17.039287588752725}
"Epoch 265 Current Test MAE: 13.764748417474086, RMSE: 17.039287588752725, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.27070974707049e-06, "train_loss": 0.004815845205038936, "Current MAE": 2.1670638683230377, "RMSE": 7.193986722749789, "epoch": 266}
{"MAE": 23.225251243005392, "RMSE": 28.14723779131155}
"Epoch 266 Current Test MAE: 23.225251243005392, RMSE: 28.14723779131155, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.2634894646064404e-06, "train_loss": 0.00480346069779507, "Current MAE": 2.1623419056768003, "RMSE": 7.174591818460355, "epoch": 267}
{"MAE": 39.06779434764048, "RMSE": 43.07540480472236}
"Epoch 267 Current Test MAE: 39.06779434764048, RMSE: 43.07540480472236, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.256247647577236e-06, "train_loss": 0.004799396372178929, "Current MAE": 2.165033666381219, "RMSE": 7.211293245447339, "epoch": 268}
{"MAE": 11.370507986197545, "RMSE": 15.044297849690354}
"Epoch 268 Current Test MAE: 11.370507986197545, RMSE: 15.044297849690354, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.248984368907866e-06, "train_loss": 0.004837305649467136, "Current MAE": 2.159696449765783, "RMSE": 7.158277214993368, "epoch": 269}
{"MAE": 31.6284813012173, "RMSE": 35.595287351483236}
"Epoch 269 Current Test MAE: 31.6284813012173, RMSE: 35.595287351483236, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.2416997017395e-06, "train_loss": 0.004784258962039157, "Current MAE": 2.17458001764527, "RMSE": 7.2623678086050605, "epoch": 270}
{"MAE": 13.568604965874831, "RMSE": 15.903944587393918}
"Epoch 270 Current Test MAE: 13.568604965874831, RMSE: 15.903944587393918, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.234393719428623e-06, "train_loss": 0.004798431247020756, "Current MAE": 2.1497311336567475, "RMSE": 7.134174172632653, "epoch": 271}
{"MAE": 12.310699234341225, "RMSE": 14.890609354087026}
"Epoch 271 Current Test MAE: 12.310699234341225, RMSE: 14.890609354087026, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.227066495546412e-06, "train_loss": 0.004847798537918723, "Current MAE": 2.170363423315652, "RMSE": 7.2489702041429585, "epoch": 272}
{"MAE": 14.364111607370813, "RMSE": 16.854469096643385}
"Epoch 272 Current Test MAE: 14.364111607370813, RMSE: 16.854469096643385, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.219718103877935e-06, "train_loss": 0.004792635855467423, "Current MAE": 2.1681139630663866, "RMSE": 7.229751115857058, "epoch": 273}
{"MAE": 17.142071950409665, "RMSE": 19.5494112798903}
"Epoch 273 Current Test MAE: 17.142071950409665, RMSE: 19.5494112798903, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.212348618421403e-06, "train_loss": 0.00479496296785237, "Current MAE": 2.2017175348511357, "RMSE": 7.385057024249737, "epoch": 274}
{"MAE": 30.014410626524676, "RMSE": 34.869424275602874}
"Epoch 274 Current Test MAE: 30.014410626524676, RMSE: 34.869424275602874, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.204958113387456e-06, "train_loss": 0.004749073297598967, "Current MAE": 2.1545701369236405, "RMSE": 7.171217936881149, "epoch": 275}
{"MAE": 11.458534982469347, "RMSE": 16.31766824590485}
"Epoch 275 Current Test MAE: 11.458534982469347, RMSE: 16.31766824590485, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.197546663198405e-06, "train_loss": 0.004798494949861533, "Current MAE": 2.1505525471346925, "RMSE": 7.128134415878036, "epoch": 276}
{"MAE": 46.12444758415222, "RMSE": 50.2267587787648}
"Epoch 276 Current Test MAE: 46.12444758415222, RMSE: 50.2267587787648, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.1901143424874465e-06, "train_loss": 0.00475107719490815, "Current MAE": 2.147995581400286, "RMSE": 7.146698234645376, "epoch": 277}
{"MAE": 30.379988370637747, "RMSE": 34.66714666630909}
"Epoch 277 Current Test MAE: 30.379988370637747, RMSE: 34.66714666630909, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.182661226098006e-06, "train_loss": 0.0048497490381447204, "Current MAE": 2.1418493095374807, "RMSE": 7.17498478797874, "epoch": 278}
{"MAE": 11.879194332363818, "RMSE": 14.985153633161007}
"Epoch 278 Current Test MAE: 11.879194332363818, RMSE: 14.985153633161007, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.175187389082859e-06, "train_loss": 0.004778044288874395, "Current MAE": 2.1406668035277705, "RMSE": 7.108948410414716, "epoch": 279}
{"MAE": 39.87172292234591, "RMSE": 44.24381709458478}
"Epoch 279 Current Test MAE: 39.87172292234591, RMSE: 44.24381709458478, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.167692906703462e-06, "train_loss": 0.004742872003838797, "Current MAE": 2.153036890907403, "RMSE": 7.12998157501521, "epoch": 280}
{"MAE": 34.60234187501189, "RMSE": 38.982394276828146}
"Epoch 280 Current Test MAE: 34.60234187501189, RMSE: 38.982394276828146, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.160177854429183e-06, "train_loss": 0.004732018835744674, "Current MAE": 2.1411671329918716, "RMSE": 7.123362029333593, "epoch": 281}
{"MAE": 29.39542034560559, "RMSE": 34.589150352777644}
"Epoch 281 Current Test MAE: 29.39542034560559, RMSE: 34.589150352777644, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.15264230793649e-06, "train_loss": 0.004742515581321909, "Current MAE": 2.156792209652244, "RMSE": 7.141783962310677, "epoch": 282}
{"MAE": 31.05143884064585, "RMSE": 36.07226704105007}
"Epoch 282 Current Test MAE: 31.05143884064585, RMSE: 36.07226704105007, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.145086343108268e-06, "train_loss": 0.0047812849373619765, "Current MAE": 2.140948234843533, "RMSE": 7.0912885202719504, "epoch": 283}
{"MAE": 26.781851789530585, "RMSE": 32.3860878862639}
"Epoch 283 Current Test MAE: 26.781851789530585, RMSE: 32.3860878862639, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.137510036032997e-06, "train_loss": 0.004734954952108848, "Current MAE": 2.1341837698817856, "RMSE": 7.092256063949988, "epoch": 284}
{"MAE": 31.77908832113987, "RMSE": 37.1327246487174}
"Epoch 284 Current Test MAE: 31.77908832113987, RMSE: 37.1327246487174, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.129913463004023e-06, "train_loss": 0.004749285801115123, "Current MAE": 2.131979021433029, "RMSE": 7.093413306812028, "epoch": 285}
{"MAE": 27.436984243995482, "RMSE": 33.04203303861877}
"Epoch 285 Current Test MAE: 27.436984243995482, RMSE: 33.04203303861877, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.122296700518729e-06, "train_loss": 0.004774138467015343, "Current MAE": 2.148624678593434, "RMSE": 7.133394033015983, "epoch": 286}
{"MAE": 30.228317956389425, "RMSE": 35.74621500326573}
"Epoch 286 Current Test MAE: 30.228317956389425, RMSE: 35.74621500326573, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.114659825277828e-06, "train_loss": 0.0047733555307764375, "Current MAE": 2.1661101400068725, "RMSE": 7.153634445969862, "epoch": 287}
{"MAE": 47.97960118335836, "RMSE": 53.20132320687693}
"Epoch 287 Current Test MAE: 47.97960118335836, RMSE: 53.20132320687693, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.107002914184569e-06, "train_loss": 0.0046901760135068206, "Current MAE": 2.1370217966478924, "RMSE": 7.119781754576529, "epoch": 288}
{"MAE": 41.78531092989679, "RMSE": 46.34021622931948}
"Epoch 288 Current Test MAE: 41.78531092989679, RMSE: 46.34021622931948, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.099326044343983e-06, "train_loss": 0.004719451838243598, "Current MAE": 2.143610233002172, "RMSE": 7.125366784891998, "epoch": 289}
{"MAE": 29.196469526535026, "RMSE": 34.173287764047025}
"Epoch 289 Current Test MAE: 29.196469526535026, RMSE: 34.173287764047025, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.091629293062055e-06, "train_loss": 0.004683493000913799, "Current MAE": 2.1383814339208653, "RMSE": 7.047081438559003, "epoch": 290}
{"MAE": 39.73817760232747, "RMSE": 44.03032800898263}
"Epoch 290 Current Test MAE: 39.73817760232747, RMSE: 44.03032800898263, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.083912737844965e-06, "train_loss": 0.004712715187497038, "Current MAE": 2.1438201117443243, "RMSE": 7.095105940275012, "epoch": 291}
{"MAE": 13.299851853863087, "RMSE": 18.855791755266956}
"Epoch 291 Current Test MAE: 13.299851853863087, RMSE: 18.855791755266956, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.076176456398349e-06, "train_loss": 0.004676251428312913, "Current MAE": 2.1510304604309516, "RMSE": 7.1692338450049675, "epoch": 292}
{"MAE": 25.589157683137714, "RMSE": 32.09931594756581}
"Epoch 292 Current Test MAE: 25.589157683137714, RMSE: 32.09931594756581, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.068420526626485e-06, "train_loss": 0.004686015440552252, "Current MAE": 2.137234810268915, "RMSE": 7.0515813429527485, "epoch": 293}
{"MAE": 43.49985246457695, "RMSE": 48.990478125791206}
"Epoch 293 Current Test MAE: 43.49985246457695, RMSE: 48.990478125791206, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.060645026631497e-06, "train_loss": 0.004689534163692, "Current MAE": 2.1472541396369587, "RMSE": 7.119964692945992, "epoch": 294}
{"MAE": 12.783468892631447, "RMSE": 16.765926830184867}
"Epoch 294 Current Test MAE: 12.783468892631447, RMSE: 16.765926830184867, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.052850034712582e-06, "train_loss": 0.004709915456685065, "Current MAE": 2.133254788883776, "RMSE": 7.062706929947869, "epoch": 295}
{"MAE": 40.70662985699889, "RMSE": 45.2416910087038}
"Epoch 295 Current Test MAE: 40.70662985699889, RMSE: 45.2416910087038, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.045035629365224e-06, "train_loss": 0.004699594632197921, "Current MAE": 2.1512544977170753, "RMSE": 7.141900462986607, "epoch": 296}
{"MAE": 21.6099476455863, "RMSE": 28.349231725387973}
"Epoch 296 Current Test MAE: 21.6099476455863, RMSE: 28.349231725387973, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.037201889280382e-06, "train_loss": 0.004760681437771048, "Current MAE": 2.184992528901905, "RMSE": 7.3301509278958505, "epoch": 297}
{"MAE": 13.152498195373933, "RMSE": 18.56245550226032}
"Epoch 297 Current Test MAE: 13.152498195373933, RMSE: 18.56245550226032, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.029348893343758e-06, "train_loss": 0.004642427148423615, "Current MAE": 2.138762718023256, "RMSE": 7.1677673213957585, "epoch": 298}
{"MAE": 16.061585814864547, "RMSE": 18.347714149214333}
"Epoch 298 Current Test MAE: 16.061585814864547, RMSE: 18.347714149214333, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.02147672063491e-06, "train_loss": 0.004652558973754019, "Current MAE": 2.1394665431687034, "RMSE": 7.121286581376219, "epoch": 299}
{"MAE": 18.71217547730423, "RMSE": 25.223223382017892}
"Epoch 299 Current Test MAE: 18.71217547730423, RMSE: 25.223223382017892, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.0135854504265295e-06, "train_loss": 0.00466480143029239, "Current MAE": 2.1818631657213725, "RMSE": 7.265581871305435, "epoch": 300}
{"MAE": 25.21100254723709, "RMSE": 30.376884431640768}
"Epoch 300 Current Test MAE: 25.21100254723709, RMSE: 30.376884431640768, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 5.0056751621836584e-06, "train_loss": 0.004679967949677285, "Current MAE": 2.1543196011843166, "RMSE": 7.19653051333633, "epoch": 301}
{"MAE": 13.499657134344895, "RMSE": 16.311978690275733}
"Epoch 301 Current Test MAE: 13.499657134344895, RMSE: 16.311978690275733, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.997745935562767e-06, "train_loss": 0.004755682602931564, "Current MAE": 2.143711194230283, "RMSE": 7.086219765773199, "epoch": 302}
{"MAE": 17.446183630583853, "RMSE": 22.869634760799663}
"Epoch 302 Current Test MAE: 17.446183630583853, RMSE: 22.869634760799663, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.989797850411094e-06, "train_loss": 0.004761666993641636, "Current MAE": 2.146396031394164, "RMSE": 7.132464274427831, "epoch": 303}
{"MAE": 20.974535826764075, "RMSE": 26.099265094588016}
"Epoch 303 Current Test MAE: 20.974535826764075, RMSE: 26.099265094588016, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.9818309867657845e-06, "train_loss": 0.00472601769064507, "Current MAE": 2.168715605239174, "RMSE": 7.196760679338123, "epoch": 304}
{"MAE": 14.088120146774259, "RMSE": 16.47880794741967}
"Epoch 304 Current Test MAE: 14.088120146774259, RMSE: 16.47880794741967, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.973845424853035e-06, "train_loss": 0.004726004130437714, "Current MAE": 2.143837395524352, "RMSE": 7.17397565292248, "epoch": 305}
{"MAE": 14.400992535817597, "RMSE": 19.405785521047402}
"Epoch 305 Current Test MAE: 14.400992535817597, RMSE: 19.405785521047402, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.965841245087394e-06, "train_loss": 0.0046826111655625825, "Current MAE": 2.144559623016265, "RMSE": 7.169391393998183, "epoch": 306}
{"MAE": 40.31501542496006, "RMSE": 44.20833806940532}
"Epoch 306 Current Test MAE: 40.31501542496006, RMSE: 44.20833806940532, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.9578185280708455e-06, "train_loss": 0.004672296428101851, "Current MAE": 2.1461072098256606, "RMSE": 7.206406239166556, "epoch": 307}
{"MAE": 38.70390279399543, "RMSE": 42.74393891874384}
"Epoch 307 Current Test MAE: 38.70390279399543, RMSE: 42.74393891874384, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.949777354592078e-06, "train_loss": 0.004691812640133232, "Current MAE": 2.1537886755531552, "RMSE": 7.1636869245051695, "epoch": 308}
{"MAE": 35.208948882576685, "RMSE": 39.52935481125253}
"Epoch 308 Current Test MAE: 35.208948882576685, RMSE: 39.52935481125253, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.941717805625595e-06, "train_loss": 0.004624959672787071, "Current MAE": 2.1477785023688307, "RMSE": 7.160273699287733, "epoch": 309}
{"MAE": 48.76684400718456, "RMSE": 52.67284276181296}
"Epoch 309 Current Test MAE: 48.76684400718456, RMSE: 52.67284276181296, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.9336399623309955e-06, "train_loss": 0.004635198352551436, "Current MAE": 2.1361413845760397, "RMSE": 7.161257598819124, "epoch": 310}
{"MAE": 31.488793593346422, "RMSE": 35.94476405895219}
"Epoch 310 Current Test MAE: 31.488793593346422, RMSE: 35.94476405895219, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.925543906052041e-06, "train_loss": 0.004608851110730301, "Current MAE": 2.145727822946948, "RMSE": 7.138088594619128, "epoch": 311}
{"MAE": 15.067880291824507, "RMSE": 20.07763183364379}
"Epoch 311 Current Test MAE: 15.067880291824507, RMSE: 20.07763183364379, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.91742971831595e-06, "train_loss": 0.004601256430329881, "Current MAE": 2.1296561986539433, "RMSE": 7.098045094101588, "epoch": 312}
{"MAE": 12.294772792745519, "RMSE": 16.941627040331557}
"Epoch 312 Current Test MAE: 12.294772792745519, RMSE: 16.941627040331557, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.909297480832488e-06, "train_loss": 0.004606516163558883, "Current MAE": 2.1500675521557446, "RMSE": 7.152919314937097, "epoch": 313}
{"MAE": 41.87255154923416, "RMSE": 46.21779986678676}
"Epoch 313 Current Test MAE: 41.87255154923416, RMSE: 46.21779986678676, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.90114727549321e-06, "train_loss": 0.004651580770529197, "Current MAE": 2.1447527068690655, "RMSE": 7.085277278445712, "epoch": 314}
{"MAE": 12.223427836931348, "RMSE": 16.31755826695536}
"Epoch 314 Current Test MAE: 12.223427836931348, RMSE: 16.31755826695536, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.892979184370578e-06, "train_loss": 0.0045800652012183765, "Current MAE": 2.1314532489217326, "RMSE": 7.097659452366702, "epoch": 315}
{"MAE": 37.42894006580569, "RMSE": 41.59531302113897}
"Epoch 315 Current Test MAE: 37.42894006580569, RMSE: 41.59531302113897, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.884793289717191e-06, "train_loss": 0.00460275637006615, "Current MAE": 2.133329107980757, "RMSE": 7.065594495834388, "epoch": 316}
{"MAE": 41.81881570465424, "RMSE": 46.304114074352626}
"Epoch 316 Current Test MAE: 41.81881570465424, RMSE: 46.304114074352626, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.876589673964918e-06, "train_loss": 0.004600766274034675, "Current MAE": 2.1277746387632117, "RMSE": 7.006712665172574, "epoch": 317}
{"MAE": 38.79297627498901, "RMSE": 43.471201772479894}
"Epoch 317 Current Test MAE: 38.79297627498901, RMSE: 43.471201772479894, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.868368419724083e-06, "train_loss": 0.004596216914868331, "Current MAE": 2.137745736703593, "RMSE": 7.092759027692056, "epoch": 318}
{"MAE": 24.63203423215413, "RMSE": 29.500930160648068}
"Epoch 318 Current Test MAE: 24.63203423215413, RMSE: 29.500930160648068, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.860129609782595e-06, "train_loss": 0.004609646462092385, "Current MAE": 2.132642663043478, "RMSE": 7.038007746627275, "epoch": 319}
{"MAE": 18.04203981511733, "RMSE": 23.812156954737706}
"Epoch 319 Current Test MAE: 18.04203981511733, RMSE: 23.812156954737706, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.851873327105216e-06, "train_loss": 0.00461132316666498, "Current MAE": 2.1416153401528137, "RMSE": 7.128228406588967, "epoch": 320}
{"MAE": 45.91291437845085, "RMSE": 50.519161540312126}
"Epoch 320 Current Test MAE: 45.91291437845085, RMSE: 50.519161540312126, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.843599654832602e-06, "train_loss": 0.004570309927779333, "Current MAE": 2.1230911316596823, "RMSE": 7.021975343343955, "epoch": 321}
{"MAE": 23.95077986291291, "RMSE": 29.20175035146599}
"Epoch 321 Current Test MAE: 23.95077986291291, RMSE: 29.20175035146599, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.835308676280547e-06, "train_loss": 0.004602218301038289, "Current MAE": 2.1598738775455795, "RMSE": 7.22289063979044, "epoch": 322}
{"MAE": 13.96158195528849, "RMSE": 19.542250624232686}
"Epoch 322 Current Test MAE: 13.96158195528849, RMSE: 19.542250624232686, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.827000474939099e-06, "train_loss": 0.004588842452235362, "Current MAE": 2.147732270860817, "RMSE": 7.114563325385156, "epoch": 323}
{"MAE": 24.954315722637965, "RMSE": 30.669866257581635}
"Epoch 323 Current Test MAE: 24.954315722637965, RMSE: 30.669866257581635, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.818675134471773e-06, "train_loss": 0.004559406797854555, "Current MAE": 2.123341987540435, "RMSE": 7.015525919947093, "epoch": 324}
{"MAE": 15.69058400197746, "RMSE": 21.722104917636603}
"Epoch 324 Current Test MAE: 15.69058400197746, RMSE: 21.722104917636603, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.810332738714639e-06, "train_loss": 0.004575385422991067, "Current MAE": 2.1284060039462407, "RMSE": 7.067823915890074, "epoch": 325}
{"MAE": 13.357968440502557, "RMSE": 16.480344529253873}
"Epoch 325 Current Test MAE: 13.357968440502557, RMSE: 16.480344529253873, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.801973371675541e-06, "train_loss": 0.004578648611556652, "Current MAE": 2.1328436732894853, "RMSE": 7.086071768617212, "epoch": 326}
{"MAE": 14.392352905148774, "RMSE": 18.632044804068347}
"Epoch 326 Current Test MAE: 14.392352905148774, RMSE: 18.632044804068347, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.793597117533209e-06, "train_loss": 0.004554127417391786, "Current MAE": 2.1500898000564805, "RMSE": 7.147136601879216, "epoch": 327}
{"MAE": 27.185579059430456, "RMSE": 32.83350841076533}
"Epoch 327 Current Test MAE: 27.185579059430456, RMSE: 32.83350841076533, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.78520406063643e-06, "train_loss": 0.004576197528742683, "Current MAE": 2.16731129521909, "RMSE": 7.203241198623075, "epoch": 328}
{"MAE": 23.440592172099095, "RMSE": 28.757395581407177}
"Epoch 328 Current Test MAE: 23.440592172099095, RMSE: 28.757395581407177, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.776794285503197e-06, "train_loss": 0.0045865884444349575, "Current MAE": 2.140717910442603, "RMSE": 7.076725636093443, "epoch": 329}
{"MAE": 17.130114195913013, "RMSE": 22.914920864749003}
"Epoch 329 Current Test MAE: 17.130114195913013, RMSE: 22.914920864749003, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.76836787681984e-06, "train_loss": 0.004569194856861605, "Current MAE": 2.1329744684202003, "RMSE": 7.08427187235107, "epoch": 330}
{"MAE": 30.64799474994601, "RMSE": 36.24103449523812}
"Epoch 330 Current Test MAE: 30.64799474994601, RMSE: 36.24103449523812, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.759924919440198e-06, "train_loss": 0.0045924962953079575, "Current MAE": 2.163428650828054, "RMSE": 7.20926642031809, "epoch": 331}
{"MAE": 17.939139241486593, "RMSE": 23.688828945407863}
"Epoch 331 Current Test MAE: 17.939139241486593, RMSE: 23.688828945407863, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.751465498384781e-06, "train_loss": 0.0045823510905729625, "Current MAE": 2.140450542206952, "RMSE": 7.122202959251714, "epoch": 332}
{"MAE": 22.869507190189072, "RMSE": 28.647343146798573}
"Epoch 332 Current Test MAE: 22.869507190189072, RMSE: 28.647343146798573, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.74298969883985e-06, "train_loss": 0.004582702751950379, "Current MAE": 2.140952176825945, "RMSE": 7.064065577671998, "epoch": 333}
{"MAE": 17.342707922775503, "RMSE": 23.333733365692076}
"Epoch 333 Current Test MAE: 17.342707922775503, RMSE: 23.333733365692076, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.734497606156614e-06, "train_loss": 0.004561888677406118, "Current MAE": 2.1189260916714723, "RMSE": 6.980208554937739, "epoch": 334}
{"MAE": 28.818864928870937, "RMSE": 34.19315214693359}
"Epoch 334 Current Test MAE: 28.818864928870937, RMSE: 34.19315214693359, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.725989305850359e-06, "train_loss": 0.004582092361816622, "Current MAE": 2.133849758229193, "RMSE": 7.142402603528105, "epoch": 335}
{"MAE": 24.71181442950546, "RMSE": 30.41714020632968}
"Epoch 335 Current Test MAE: 24.71181442950546, RMSE: 30.41714020632968, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.7174648835995595e-06, "train_loss": 0.004581955976264421, "Current MAE": 2.123236537582351, "RMSE": 7.072761743336087, "epoch": 336}
{"MAE": 25.70764623176558, "RMSE": 31.718730829422388}
"Epoch 336 Current Test MAE: 25.70764623176558, RMSE: 31.718730829422388, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.708924425245065e-06, "train_loss": 0.0045703657958336375, "Current MAE": 2.153010230454926, "RMSE": 7.188008231099417, "epoch": 337}
{"MAE": 26.376124215801298, "RMSE": 31.70139682892871}
"Epoch 337 Current Test MAE: 26.376124215801298, RMSE: 31.70139682892871, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.700368016789194e-06, "train_loss": 0.004556232564249222, "Current MAE": 2.117997558100038, "RMSE": 7.026970152095807, "epoch": 338}
{"MAE": 33.05073499367907, "RMSE": 38.049141760125714}
"Epoch 338 Current Test MAE: 33.05073499367907, RMSE: 38.049141760125714, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.6917957443948846e-06, "train_loss": 0.0045668697935746586, "Current MAE": 2.141840380291606, "RMSE": 7.103471454858006, "epoch": 339}
{"MAE": 21.91760496791931, "RMSE": 27.728377786302218}
"Epoch 339 Current Test MAE: 21.91760496791931, RMSE: 27.728377786302218, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.68320769438482e-06, "train_loss": 0.004537470480549565, "Current MAE": 2.1450242986573005, "RMSE": 7.124682653019642, "epoch": 340}
{"MAE": 24.796170656457704, "RMSE": 30.573250337250535}
"Epoch 340 Current Test MAE: 24.796170656457704, RMSE: 30.573250337250535, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.674603953240575e-06, "train_loss": 0.004531718662462533, "Current MAE": 2.152138982913612, "RMSE": 7.1206953060591145, "epoch": 341}
{"MAE": 25.18381932825824, "RMSE": 29.989983240656}
"Epoch 341 Current Test MAE: 25.18381932825824, RMSE: 29.989983240656, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.6659846076017174e-06, "train_loss": 0.004529660343521164, "Current MAE": 2.1298659182896627, "RMSE": 7.036053762980105, "epoch": 342}
{"MAE": 28.173100727056365, "RMSE": 33.566083494961696}
"Epoch 342 Current Test MAE: 28.173100727056365, RMSE: 33.566083494961696, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.657349744264979e-06, "train_loss": 0.0045183311820150745, "Current MAE": 2.1261277772538945, "RMSE": 7.056637113734905, "epoch": 343}
{"MAE": 22.841748829760583, "RMSE": 28.443872223038266}
"Epoch 343 Current Test MAE: 22.841748829760583, RMSE: 28.443872223038266, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.648699450183322e-06, "train_loss": 0.004537417987480202, "Current MAE": 2.1402110725611116, "RMSE": 7.145571372291604, "epoch": 344}
{"MAE": 20.4635576464252, "RMSE": 25.570294224256816}
"Epoch 344 Current Test MAE: 20.4635576464252, RMSE: 25.570294224256816, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.640033812465133e-06, "train_loss": 0.004527667776518572, "Current MAE": 2.1370972188828086, "RMSE": 7.0719476108948225, "epoch": 345}
{"MAE": 49.80824348434384, "RMSE": 54.070211597528065}
"Epoch 345 Current Test MAE: 49.80824348434384, RMSE: 54.070211597528065, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.631352918373257e-06, "train_loss": 0.0045368129611618, "Current MAE": 2.1381852754567823, "RMSE": 7.116890009553547, "epoch": 346}
{"MAE": 51.439349832228324, "RMSE": 55.61235043782454}
"Epoch 346 Current Test MAE: 51.439349832228324, RMSE: 55.61235043782454, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.622656855324216e-06, "train_loss": 0.00452682083610095, "Current MAE": 2.138215710106706, "RMSE": 7.072031931771247, "epoch": 347}
{"MAE": 51.769541574589304, "RMSE": 55.831707832014175}
"Epoch 347 Current Test MAE: 51.769541574589304, RMSE: 55.831707832014175, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.613945710887282e-06, "train_loss": 0.004530226979385855, "Current MAE": 2.1314221720603888, "RMSE": 7.057558393647262, "epoch": 348}
{"MAE": 33.88852922069741, "RMSE": 39.07245307605688}
"Epoch 348 Current Test MAE: 33.88852922069741, RMSE: 39.07245307605688, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.605219572783554e-06, "train_loss": 0.004528424436089001, "Current MAE": 2.1329939237619677, "RMSE": 7.059623017084149, "epoch": 349}
{"MAE": 38.806229049863376, "RMSE": 43.66752867224595}
"Epoch 349 Current Test MAE: 38.806229049863376, RMSE: 43.66752867224595, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.5964785288851714e-06, "train_loss": 0.004533603892890459, "Current MAE": 2.1331817040670025, "RMSE": 7.061845737360861, "epoch": 350}
{"MAE": 54.633634730491764, "RMSE": 58.86998470574997}
"Epoch 350 Current Test MAE: 54.633634730491764, RMSE: 58.86998470574997, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.587722667214346e-06, "train_loss": 0.004549242548561675, "Current MAE": 2.120790579924087, "RMSE": 7.034165048935754, "epoch": 351}
{"MAE": 50.07382012867979, "RMSE": 54.3518754682423}
"Epoch 351 Current Test MAE: 50.07382012867979, RMSE: 54.3518754682423, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.578952075942486e-06, "train_loss": 0.004530115845953128, "Current MAE": 2.141647740008255, "RMSE": 7.059770301768832, "epoch": 352}
{"MAE": 19.645441516552097, "RMSE": 25.0999417855601}
"Epoch 352 Current Test MAE: 19.645441516552097, RMSE: 25.0999417855601, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.570166843389366e-06, "train_loss": 0.004492148109104322, "Current MAE": 2.1262291116589123, "RMSE": 7.0391796332537515, "epoch": 353}
{"MAE": 19.938553026818504, "RMSE": 25.09820981224164}
"Epoch 353 Current Test MAE: 19.938553026818504, RMSE: 25.09820981224164, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.561367058022181e-06, "train_loss": 0.004484459712604179, "Current MAE": 2.127907362456751, "RMSE": 7.046004666370966, "epoch": 354}
{"MAE": 40.11336817538816, "RMSE": 44.88382364299267}
"Epoch 354 Current Test MAE: 40.11336817538816, RMSE: 44.88382364299267, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.552552808454675e-06, "train_loss": 0.004503679950509684, "Current MAE": 2.1466101211532425, "RMSE": 7.146160183653819, "epoch": 355}
{"MAE": 20.915194456353944, "RMSE": 26.874820197998883}
"Epoch 355 Current Test MAE: 20.915194456353944, RMSE: 26.874820197998883, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.543724183446234e-06, "train_loss": 0.0044757192850836125, "Current MAE": 2.133536127628523, "RMSE": 7.056679579455757, "epoch": 356}
{"MAE": 36.054639854592175, "RMSE": 40.85898290513268}
"Epoch 356 Current Test MAE: 36.054639854592175, RMSE: 40.85898290513268, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.534881271901003e-06, "train_loss": 0.004487994888795519, "Current MAE": 2.1335418535315473, "RMSE": 7.052978711493055, "epoch": 357}
{"MAE": 37.27574489929577, "RMSE": 42.376950790398006}
"Epoch 357 Current Test MAE: 37.27574489929577, RMSE: 42.376950790398006, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.526024162867026e-06, "train_loss": 0.004463214061860488, "Current MAE": 2.127444121666456, "RMSE": 6.984312672030544, "epoch": 358}
{"MAE": 40.00944980271242, "RMSE": 44.517229492421166}
"Epoch 358 Current Test MAE: 40.00944980271242, RMSE: 44.517229492421166, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.51715294553529e-06, "train_loss": 0.0044908703759659165, "Current MAE": 2.1304967839749205, "RMSE": 7.053395350301289, "epoch": 359}
{"MAE": 44.67602373571957, "RMSE": 49.137261636482386}
"Epoch 359 Current Test MAE: 44.67602373571957, RMSE: 49.137261636482386, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.508267709238833e-06, "train_loss": 0.00445708484813586, "Current MAE": 2.1246349211288775, "RMSE": 7.030477613253222, "epoch": 360}
{"MAE": 46.248064855344936, "RMSE": 50.873167030116335}
"Epoch 360 Current Test MAE: 46.248064855344936, RMSE: 50.873167030116335, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.499368543451908e-06, "train_loss": 0.004482623841331026, "Current MAE": 2.1362468538197517, "RMSE": 7.101624634220935, "epoch": 361}
{"MAE": 38.96654123275628, "RMSE": 43.80917176356972}
"Epoch 361 Current Test MAE: 38.96654123275628, RMSE: 43.80917176356972, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.49045553778901e-06, "train_loss": 0.004457770572754925, "Current MAE": 2.135058369265287, "RMSE": 7.152150748191138, "epoch": 362}
{"MAE": 40.368229760713305, "RMSE": 45.47601132928327}
"Epoch 362 Current Test MAE: 40.368229760713305, RMSE: 45.47601132928327, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.481528782004002e-06, "train_loss": 0.0044739941856376565, "Current MAE": 2.12343904487525, "RMSE": 7.0642158337576335, "epoch": 363}
{"MAE": 50.457491725488424, "RMSE": 55.46860537322582}
"Epoch 363 Current Test MAE: 50.457491725488424, RMSE: 55.46860537322582, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.472588365989219e-06, "train_loss": 0.0044624716857084735, "Current MAE": 2.13376953001572, "RMSE": 7.085445195332745, "epoch": 364}
{"MAE": 54.72496616009274, "RMSE": 59.533069171033965}
"Epoch 364 Current Test MAE: 54.72496616009274, RMSE: 59.533069171033965, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.463634379774567e-06, "train_loss": 0.004464801992275597, "Current MAE": 2.1379771603853324, "RMSE": 7.097273352580369, "epoch": 365}
{"MAE": 45.96556118961772, "RMSE": 51.03187233528087}
"Epoch 365 Current Test MAE: 45.96556118961772, RMSE: 51.03187233528087, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.454666913526562e-06, "train_loss": 0.004486726075260174, "Current MAE": 2.1362814985223197, "RMSE": 7.080802532112901, "epoch": 366}
{"MAE": 45.99347137284824, "RMSE": 50.89595961717902}
"Epoch 366 Current Test MAE: 45.99347137284824, RMSE: 50.89595961717902, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.4456860575474935e-06, "train_loss": 0.004460385282070982, "Current MAE": 2.131181383277577, "RMSE": 7.091456854073899, "epoch": 367}
{"MAE": 68.74818267632673, "RMSE": 73.00472303025941}
"Epoch 367 Current Test MAE: 68.74818267632673, RMSE: 73.00472303025941, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.436691902274494e-06, "train_loss": 0.00447020498156186, "Current MAE": 2.143155714137248, "RMSE": 7.168512279308442, "epoch": 368}
{"MAE": 77.04911521447251, "RMSE": 81.4916136957874}
"Epoch 368 Current Test MAE: 77.04911521447251, RMSE: 81.4916136957874, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.427684538278603e-06, "train_loss": 0.004458222519399182, "Current MAE": 2.1355805276498514, "RMSE": 7.0221301675954715, "epoch": 369}
{"MAE": 25.67153811714488, "RMSE": 31.76026030773592}
"Epoch 369 Current Test MAE: 25.67153811714488, RMSE: 31.76026030773592, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.418664056263871e-06, "train_loss": 0.004460888878038366, "Current MAE": 2.1193571678909904, "RMSE": 7.016921686787164, "epoch": 370}
{"MAE": 48.23003872248602, "RMSE": 53.555281387400036}
"Epoch 370 Current Test MAE: 48.23003872248602, RMSE: 53.555281387400036, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.409630547066453e-06, "train_loss": 0.004463028377421102, "Current MAE": 2.1312205408171527, "RMSE": 7.066378490777352, "epoch": 371}
{"MAE": 34.471397609752245, "RMSE": 40.29396800035292}
"Epoch 371 Current Test MAE: 34.471397609752245, RMSE: 40.29396800035292, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.4005841016536906e-06, "train_loss": 0.004461434661317523, "Current MAE": 2.132883008256841, "RMSE": 7.122928821399226, "epoch": 372}
{"MAE": 49.09732833666999, "RMSE": 54.43723044647303}
"Epoch 372 Current Test MAE: 49.09732833666999, RMSE: 54.43723044647303, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.391524811123191e-06, "train_loss": 0.004456954790680426, "Current MAE": 2.1409733138744946, "RMSE": 7.067973740602514, "epoch": 373}
{"MAE": 54.95823004926212, "RMSE": 59.850949167574704}
"Epoch 373 Current Test MAE: 54.95823004926212, RMSE: 59.850949167574704, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.3824527667019e-06, "train_loss": 0.0044410972431287, "Current MAE": 2.1336913075075836, "RMSE": 7.05800690666304, "epoch": 374}
{"MAE": 29.71771290723015, "RMSE": 36.17896750141077}
"Epoch 374 Current Test MAE: 29.71771290723015, RMSE: 36.17896750141077, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.3733680597452024e-06, "train_loss": 0.004437674345454263, "Current MAE": 2.1497257028238357, "RMSE": 7.142915539393045, "epoch": 375}
{"MAE": 25.37767331065176, "RMSE": 31.753546884322798}
"Epoch 375 Current Test MAE: 25.37767331065176, RMSE: 31.753546884322798, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.3642707817360095e-06, "train_loss": 0.004435654236163843, "Current MAE": 2.124106226844903, "RMSE": 7.004048642819996, "epoch": 376}
{"MAE": 50.78848461621727, "RMSE": 55.76486000708917}
"Epoch 376 Current Test MAE: 50.78848461621727, RMSE: 55.76486000708917, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.3551610242838e-06, "train_loss": 0.00443364105764607, "Current MAE": 2.1401888130889986, "RMSE": 7.078966044884815, "epoch": 377}
{"MAE": 26.319206165072703, "RMSE": 32.3243580994438}
"Epoch 377 Current Test MAE: 26.319206165072703, RMSE: 32.3243580994438, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.346038879123743e-06, "train_loss": 0.00445611309354298, "Current MAE": 2.1436154140861983, "RMSE": 7.13761102847143, "epoch": 378}
{"MAE": 22.510856393115972, "RMSE": 28.306944850323813}
"Epoch 378 Current Test MAE: 22.510856393115972, RMSE: 28.306944850323813, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.33690443811572e-06, "train_loss": 0.004424502261367196, "Current MAE": 2.1217779423759007, "RMSE": 7.037806432791934, "epoch": 379}
{"MAE": 36.03877158446769, "RMSE": 41.67835814791059}
"Epoch 379 Current Test MAE: 36.03877158446769, RMSE: 41.67835814791059, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.327757793243448e-06, "train_loss": 0.004431987977968068, "Current MAE": 2.1416372235551764, "RMSE": 7.1164374870014475, "epoch": 380}
{"MAE": 31.313348186496555, "RMSE": 37.41673217618661}
"Epoch 380 Current Test MAE: 31.313348186496555, RMSE: 37.41673217618661, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.318599036613564e-06, "train_loss": 0.00442538385564806, "Current MAE": 2.118844189465468, "RMSE": 6.999322284512364, "epoch": 381}
{"MAE": 35.59568557337998, "RMSE": 41.08822618687245}
"Epoch 381 Current Test MAE: 35.59568557337998, RMSE: 41.08822618687245, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.309428260454642e-06, "train_loss": 0.004428362219591594, "Current MAE": 2.1364633157111035, "RMSE": 7.098083557812271, "epoch": 382}
{"MAE": 32.087817211686136, "RMSE": 37.72402516991452}
"Epoch 382 Current Test MAE: 32.087817211686136, RMSE: 37.72402516991452, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.300245557116271e-06, "train_loss": 0.0044179034425949545, "Current MAE": 2.122401068738546, "RMSE": 7.004027912339286, "epoch": 383}
{"MAE": 14.074982397956266, "RMSE": 18.771722312654653}
"Epoch 383 Current Test MAE: 14.074982397956266, RMSE: 18.771722312654653, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.291051019068199e-06, "train_loss": 0.0044440081073733985, "Current MAE": 2.1501005421514097, "RMSE": 7.191132067680947, "epoch": 384}
{"MAE": 18.920083047517764, "RMSE": 25.43894422275407}
"Epoch 384 Current Test MAE: 18.920083047517764, RMSE: 25.43894422275407, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.281844738899315e-06, "train_loss": 0.004433711992597436, "Current MAE": 2.148168905198393, "RMSE": 7.1466313818309315, "epoch": 385}
{"MAE": 13.852406154790476, "RMSE": 18.23899665425398}
"Epoch 385 Current Test MAE: 13.852406154790476, RMSE: 18.23899665425398, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.272626809316744e-06, "train_loss": 0.004419698693513629, "Current MAE": 2.135965468789497, "RMSE": 7.06763032372945, "epoch": 386}
{"MAE": 39.38625616705236, "RMSE": 45.011863226218026}
"Epoch 386 Current Test MAE: 39.38625616705236, RMSE: 45.011863226218026, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.263397323144935e-06, "train_loss": 0.004429571669552517, "Current MAE": 2.1366793918898903, "RMSE": 7.060631041303504, "epoch": 387}
{"MAE": 14.391582865081322, "RMSE": 19.725541864981643}
"Epoch 387 Current Test MAE: 14.391582865081322, RMSE: 19.725541864981643, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.254156373324733e-06, "train_loss": 0.004412544448648112, "Current MAE": 2.1233856386313907, "RMSE": 7.030177416915583, "epoch": 388}
{"MAE": 37.096900230399406, "RMSE": 43.14024786526556}
"Epoch 388 Current Test MAE: 37.096900230399406, RMSE: 43.14024786526556, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.244904052912384e-06, "train_loss": 0.004405276177505632, "Current MAE": 2.1485726382541945, "RMSE": 7.131315117107403, "epoch": 389}
{"MAE": 25.73599879154712, "RMSE": 31.66499853950459}
"Epoch 389 Current Test MAE: 25.73599879154712, RMSE: 31.66499853950459, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.2356404550786644e-06, "train_loss": 0.004414171854333521, "Current MAE": 2.13688553982726, "RMSE": 7.050113612785487, "epoch": 390}
{"MAE": 14.210770355590288, "RMSE": 19.240358195760354}
"Epoch 390 Current Test MAE: 14.210770355590288, RMSE: 19.240358195760354, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.226365673107879e-06, "train_loss": 0.004414317099221194, "Current MAE": 2.1270451868749607, "RMSE": 7.069246768248581, "epoch": 391}
{"MAE": 13.83670333995279, "RMSE": 18.616071722390775}
"Epoch 391 Current Test MAE: 13.83670333995279, RMSE: 18.616071722390775, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.217079800397005e-06, "train_loss": 0.004422980806101923, "Current MAE": 2.144662166630173, "RMSE": 7.137979416755784, "epoch": 392}
{"MAE": 13.07318204160869, "RMSE": 17.092250941937476}
"Epoch 392 Current Test MAE: 13.07318204160869, RMSE: 17.092250941937476, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.207782930454647e-06, "train_loss": 0.0043949344401653665, "Current MAE": 2.1276175071785737, "RMSE": 7.097886047538139, "epoch": 393}
{"MAE": 15.279603189372809, "RMSE": 21.38729288109622}
"Epoch 393 Current Test MAE: 15.279603189372809, RMSE: 21.38729288109622, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"
{"train_lr": 4.198475156900215e-06, "train_loss": 0.004400231599566669, "Current MAE": 2.131027038466219, "RMSE": 7.034869004908721, "epoch": 394}
{"MAE": 22.135028778857397, "RMSE": 28.05999980785129}
"Epoch 394 Current Test MAE: 22.135028778857397, RMSE: 28.05999980785129, min_MAE: 8.084160852016707, RMSE: 10.25319230033265"